A supersymmetric Type IIB Randall-Sundrum realization
Can the Supersymmetric $mu$ parameter be generated dynamically without a light Singlet
a r X i v :h e p -p h /9404257v 1 12 A p r 1994DESY 94-061ISSN 0418-9833April 1994hep-ph/9404257Can the Supersymmetric µparameter be generated dynamically without a light Singlet?Ralf Hempfling Deutsches Elektronen-Synchrotron,Notkestraße 85,D-22603Hamburg,Germany ABSTRACTIt is generally assumed that the dynamical generation of the Higgs mass param-eter of the superpotential,µ,implies the existence of a light singlet at or below the supersymmetry breaking scale,M SUSY .We present a counter-example in which the singlet field can receive an arbitrarily heavy mass (e.g.,of the order of the Planck scale,M P ≈1019GeV).In this example,a non-zero value of µis generatedthrough soft supersymmetry breaking parameters and is thus naturally of the order of M SUSY .The cancellation of quadratic divergences in the unrenormalized Green func-tions is one of the main motivations of supersymmetry(SUSY).It stabilizes any mass scale under radiative corrections and thus allows the existence of different mass scales such as the electroweak scale,given by the Z boson mass,m z,and the Planck scale,M P.The minimal supersymmetric standard model(MSSM)is the most popular model of this kind due to its minimal particle content[1].In this model,the SU(2)L⊗U(1)Y symmetry breaking is driven by soft SUSY break-ing parameters.Thus,the SUSY breaking scale,M SUSY,has to be at or slightly above m z.For this mechanism to work it is also necessary that the SUSY Higgs mass parameter,|µ|<∼M SUSY.This parameter also determines the chargino and neutralino mass spectrum.From here one can deduce a experimental lower bound from LEP experiments of|µ|>∼m z/4independent of tanβ[2].The fact that in the MSSM theµ-parameter,which is a priori arbitrary,has to lie within the narrow range1will be evaded[5].We will demonstrate in the following that it is also possible to make N1heavy [say m N1=O(M P)]while keeping N1 =O(M SUSY)withoutfine-tuning.In this limit we recover the predictive Higgs sector of the MSSM[6]with its well defined upper limit of the lightest Higgs boson mass[eq.(2)].First we need to extend the symmetry group of our Lagrangian in order to forbid the explicit Higgs mass term of the superpotential,W H=µH8(ξ+2N∗1N1−2N∗2N2−N∗3N3)2.(4)Here the inclusion of a Fayet-Iliopoulos term[7],ξ,is the easiest way of breaking the U(1)Y′gauge symmetry but one can envisage other alternatives[8].The VEVs are denoted byn1= N1 =0,n2= N2 =1λ+ λ2+4ξ , n3= N3 = λ.(5)The CP-even and CP-odd components of the scalarfield N1are mass-degenerate mass-eigenstates with m N1=(m2+λ2n23)1/2.The gauge boson,g′,acquires a massm g′=g′(n22+n23/4)1/2via the Higgs mechanism.The masses of the remaining CP-,m g′(m N1,0;the zero mass eigenvalue corresponds even(CP-odd)scalars are m N1to the Goldstone boson which is absorbed to give mass to the gauge boson).Theand±m g′as required if mass eigenvalues of the fermionic components are±m N1SUSY is unbroken.Note that in addition to the gauge and the SUSY transformations the La-grangian is invariant under the global U(1)R-symmetry[9]which does not com-mute with SUSY.This symmetry transformsΦ→exp(inΦα)Φ,where nΦ= 2,0,0,0for the bosons and n Φ=1,−1,−1,1for the fermions(Φ=N1,N2,N3,g′). We now break SUSY explicitly in the standard fashion by including soft SUSY breaking terms[10]V soft=BmN1N2−AλN1N23+h.c.,(6) where A,B=O(M SUSY)are the soft SUSY breaking parameters.With these terms the R-symmetry is broken down to a discrete Z2symmetry(α=±π).If we minimize the full potential,V=V SUSY+V soft,wefindN1 ≈(A−B)mn2ξ.However,the condition N1 =0is protected by R-symmetry to all orders in perturbation theory and is only broken by adding soft SUSY breaking terms[eq.(6)].We now include in our model the full particle content of the MSSM.The Z2symmetry is equivalent to the usual R-parity that prevents baryon and lepton number violating interactions. The full superpotential can then be written asW=W N+W H+W Y,(8) where W H=κN1Hof W in eq.(8)and by requiring the absence of anomalies.These constraints can be satisfied by introducing additional pairs of SUSY multiplets T∼(n c,n w,Y,Y′1) and T c∼(¯n c,n w,−Y,Y′2).These representations have been included in pairs such√that below the U(1)Y′breaking scale,Useful conversations with W.Buchm¨u ller are gratefully ac-knowledgedREFERENCES1.H.P.Nilles,Phys.Rep.110,1(1984);H.E.Haber and G.L.Kane,Phys.Rep.117,75(1985);R.Barbieri,Riv.Nuovo Cimento11,1(1988).2.J.-F.Grivaz,in Proceedings of the Workshop on e+e−Collisions at500GeV:The Physics Potential,Munich,Annecy,Hamburg,DESY report DESY92-123B(1992).3.G.F.Guidice and A.Masiero,Phys.Lett.B206,480(1988);J.E.Kimand H.P.Nilles,Phys.Lett.B263,79(1991);J.A.Casas and C.Mu˜n oz, Phys.Lett.B306,288(1993).4.E.Witten,Phys.Lett.B105,267(1981);L.Ib´a˜n ez and G.G.Ross,Phys.Lett.B110,215(1982);P.V.Nanopoulos and K.Tamvakis,Phys.Lett.B113,151(1982).5.see,e.g.,J.Ellis,J.F.Gunion,H.E.Haber,L.Roszkowski and F.Zwirner,Phys.Rev.D39,844(1989).6.see,e.g.,J.F.Gunion,H.E.Haber,G.L.Kane,and S.Dawson,The HiggsHunter’s Guide,(Addison-Wesley,Redwood City,CA,1990).7.P.Fayet and J.Iliopoulos,Phys.Lett.B51,461(1974).8.e.g.,L.O’Raifeartaigh,Nucl.Phys.B96,331(1975).9.P.Fayet,Nucl.Phys.B90,104(1975);A.Salam and J.Strathdee,Nucl.Phys.B87,85(1975).10.L.Girardello and M.T.Grisaru,Nucl.Phys.B194,65(1982).。
TG-320 数码相机规格说明书
Specifications TG-320Specifications and appearances are subject to change without any notice or obli-gation on the part of the manufacturer.Image Sensor Effective pixels 14 Megapixels Full resolution 14.5 Megapixels Type1/2.3'' CCD sensor LensOptical zoom 3.6x (WIDE)Focal length5.0 - 18.2mm Focal length (equiv. 35mm)28 - 102mmStructure10 lenses / 8 groups Aspherical glass elements 4ED glass elements 2Maximum aperture 3.5 - 5.1Digital Zoom Enlargement factor 4x / 14.4x Monitor Monitor type TFTMonitor size 6.9cm / 2.7''Resolution230,000 dots Brightness adjustment +/- 2 levels Frame assistance Yes Protection panel YesFocusing System Method TTL iESP auto focus with contrast detection ModesiESP , Face Detection AF, Spot, AF Tracking Standard mode 0.5m - ∞ (wide) / 0.5m - ∞ (tele)Macro mode0.1m - ∞ (wide) / 0.3m - ∞ (tele)Super Macro mode Closest focusing distance: 2cm Light MeteringHistogram in shooting mode YesModesESP light metering, Spot metering Exposure System Shutter speed1/4 - 1/2000s / < 4s(Night scene)Exposure compensation +/- 2EV / 1/3 stepsEnhancement functionMechanical Image StabiliserAdvanced Face Detection Technology Pet DetectionModesi-Auto, Programme automatic, Magic Filter, Panorama, Scene Modes, Movie, 3D Photos Scene ModesNumber of scene modes 17ModesPortrait, Beauty, Landscape, Night Scene, Night Scene with portrait, Sports, Indoor, Candle, Self-portrait, Sunset, Fireworks, Cuisine, Documents, Beach and Snow, Underwater Snapshot, Pet (cat), Pet (dog)Magic Filter Types Pop Art, Pin Hole, Fisheye, Drawing, Soft Focus, Punk, Sparkle, Water colorSensitivity Auto AUTO / High AUTOManual ISO 80, 100, 200, 400, 800, 1600White Balance AUTO WB system YesPreset valuesOvercast, Sunlight, Tungsten, Flourescent 1, UnderwaterSequence ShootingSequential shooting mode (high speed)3 fps / 200 frames (in 5MP mode)Sequential shooting mode 0.6 fps / 200 frames (Full Image Size)Image Processing Pixel mapping Yes Noise reduction YesEngineTruePic III+ Distortion compensation Yes Shading compensation YesImage EditingResize, Trimming, Correction of saturation, Beauty Fix, Red-eye reduction, Shadow AdjustmentMovie Recording System Recording formatMPEG-4Image Stabilisation Mode Digital Image Stabilisation HD Movie quality 720P Recording time: 29min.Movie qualityVGA Recording time: Up to card capacity QVGA Recording time: Up to card capacity Note: maximum file size 4GBWhen shooting 720P movies use SDHC/SDXC class 6 or higher.Magic FilterPop Art, Fisheye, Drawing, Soft Focus, Punk, Water colorSound Recording System Voice playback YesSound recording Yes, format: AAC Image footage 4s SpeakerYesMemoryRemovable MediaSD / SDHC / SDXC (UHS speed class not supported)Eye-Fi Card compatible Yes Internal memory 19.5MB Image Size 14M 4288 x 32168M 3264 x 24485M 2560 x 19203M 2048 x 15362M 1600 x 12001M 1280 x 960VGA 640 x 48016:94288 x 24161920 x 1080View Images Modes Single, Index, Zoom, Slide show, Event, Photo Surfing Index 4x3 / 6x5 frames ZoomYes, 1.1 - 10x Auto rotationYes Image protect modeYes Histogram in playback mode YesView Movie ModesFrame by frame, Fast forward, Reverse playback Internal Flash Working range (wide)0.2 - 4.3 m (ISO 800) Working range (tele)0.3 - 2.8 m (ISO 800)ModesAUTO, Red-eye reduction, Fill-in, Off Power Supply BatteryLI-42B Lithium-Ion Battery Internal ChargingYesInterface HDMI™Yes, Micro connector (Type D)*DC inputYes Combined A/V & USB output Yes USB 2.0 High SpeedYes* "HDMI", the HDMI logo and "High-DefinitionMultimedia Interface" are trademarks or registered trademarks of HDMI Licensing LLC.Other Features Shock resistantShock-proof from heights of up to 1.5m *Nitrogen-filled body forwaterproof/fogproof/dirtproof performance Waterproof up to a water pressure equivalent to 3m depth **FreezeproofFreezeproof up to -10°C ***3D Photo Shooting Mode Yes Perfect Shot Preview YesPanorama function In-Camera Panorama Self timer 2 / 12 s Pet auto shutter Menu guideYes In-camera Manual Yes Date imprint Yes Photo SurfingYes* Equivalent to MIL Standard (Olympus test conditions)** According to IEC standard publication 529 IPX8*** According to Olympus test conditions SizeDimensions (W x H x D)96.3 x 63.4 x 22.7mmWeight155g (including battery and memory card)。
奈奎斯特定理的英文
奈奎斯特定理的英文The Nyquist Theorem, also known as the Nyquist Sampling Theorem, is a fundamental principle in the field of signal processing and telecommunications. It was first formulated by Harry Nyquist in 1928 and later expanded upon by Claude Shannon in his groundbreaking work on information theory.The theorem states that in order to perfectly reconstruct a continuous-time signal from its samples, the sampling rate must be at least twice the highest frequency present in the signal. This minimum rate is referred to as the Nyquist rate. If the sampling rate falls below this threshold, a phenomenon known as aliasing occurs, where the sampled signal becomes a distorted version of the original signal.The importance of the Nyquist Theorem lies in its application to digital signal processing, where analog signals must be converted into digital form for processing and storage. By adhering to the theorem's guidelines, engineers can ensure that the digital representation of an analog signal is accurate and free from aliasing.In practice, the Nyquist Theorem has implications for a wide range of technologies, from audio recording and broadcasting to medical imaging and seismology. It is a cornerstone concept that underpins the design of sampling systems and the development of anti-aliasing filters, which are used to prevent aliasing before the sampling process.The theorem also has a direct impact on the capacity of communication channels. In digital communication systems, understanding the relationship between the sampling rate and the frequency content of signals is crucial for maximizing the amount of information that can be transmitted without error.In summary, the Nyquist Theorem is a foundational principle that guides the process of sampling and reconstructing signals in digital systems. It ensures that high-quality digital representations of analog signals can be achieved, provided that the sampling rate is sufficiently high. This theorem has far-reaching applications and continues to be a key concept in the advancement of digital technology.。
A simplified type-2 fuzzy logic controller for real-time control
0019-0578/2006/$ - see front matter © 2006 ISA—The Instrumentation, Systems, and Automation Society.
504
D. Wu and W. W. Tan / ISA Transactions 45, (2006) 503–516
a
Department of Electrical and Computer Engineering, National University of Singapore, 4, Engineering Drive 3, Singapore 117576, Singapore
͑Received 23 February 2005; accepted 3 November 2005͒
and survey processing ͓13,5͔, word modeling ͓14,15͔, phoneme recognition ͓16͔, plant monitoring and diagnostics ͓17͔, etc. Even though fuzzy control is the most widely used application of fuzzy set theory, a literature search reveals that only a few type-2 FLSs are employed in the field of control. Interval type-2 FLCs were applied to mobile robot control ͓6͔, quality control of sound speakers ͓18͔, connection admission control in ATM networks ͓19͔. A dynamical optimal training algorithm for type-2 fuzzy neural networks ͑T2FNNs͒ has also been proposed ͓20͔. T2FNNs have been used in nonlinear plant control ͓21͔ and truck back up control ͓20͔. The structure of a typical type-2 FLC is shown in Fig. 2. Input signals are the feedback error e ˙ , and the output is the and the change of error e ˙ . Compared with their change of control signal u type-1 counterparts, type-2 FLCs are better suited to eliminate persistent oscillations ͓22–24͔. The most likely explanation for this behavior is a
罕见的双星系统文献英语翻译
罕见"闪光灯"恒星实际可能是双星系统This Hubble image shows a a mysteriousprotostar, LRLL 54361, that behaves like a flashing light. The image wasreleased Feb. 7, 2013.CREDIT: NASA, ESA, J. Muzerolle (STScI)这幅哈勃望远镜图像显示了一个神秘原恒星LRLL 54361,其行为像一个闪光灯。
该图像发布于2013年2月7日。
来源:美国宇航局、欧空局、J·沐泽洛尔(太空望远镜科学研究所)An odd flashing star may actually be a pairof cosmic twins: two newly formed ba by stars that circle each other closely andflash like a strobe light, scientist s say.一颗古怪闪烁恒星实际上可能是一对宇宙双胞胎:两颗新形成幼年恒星彼此紧密环绕并且像一个闪光灯一样闪烁,科学家说。
Astronomers discovered the nascent starsystem, called LRLL 54361, with the infr ared Spitzer observatory and the HubbleSpace Telescope, and say the rare cosmic find could offer a chance to studystar formation and early evolution. It is on ly the third such "strobelight" object ever seen, researchers said.天文学家通过斯皮策红外观测站和哈勃太空望远镜发现了这个新生称为LRLL 54361恒星系统,并且表示这个罕见宇宙发现可能提供一种研究恒星形成和早期演化机会。
A Measurement of the CMB EE Spectrum from the 2003 Flight of BOOMERANG
ABSTRACT
We report measurements of the CMB polarization power spectra from the January 2003 Antarctic flight of Boomerang. The primary results come from six days of observation of a patch covering 0.22% of the sky centered near R.A. = 82.5◦ , Dec = −45◦ . The observations were made using four pairs of polarization sensitive bolometers operating in bands centered at 145 GHz. Using two independent analysis pipelines, we measure a non-zero EE signal in the range 100 < ℓ < 1000 with a significance 4.8σ , a 2σ upper limit of 8.6 µK 2 for any BB contribution, and a 2σ upper limit of 7.0 µK 2 for the EB spectrum. Estimates of foreground intensity fluctuations and the non-detection of BB and EB signals rule out any significant contribution from galactic foregrounds. The results are consistent with a ΛCDM cosmology seeded by adiabatic perturbations. We note that this is the first detection of CMB polarization with bolometric detectors.
Superfluid Friction and Late-time Thermal Evolution of Neutron Stars
Bennett Link1 blink@ Montana State University, Department of Physics, Bozeman MT 59717 ABSTRACT The recent temperature measurements of the two older isolated neutron stars PSR 1929+10 and PSR 0950+08 (ages of 3 × 106 and 2 × 107 yr, respectively) indicate that these objects are heated. A promising candidate heat source is friction between the neutron star crust and the superfluid it is thought to contain. We study the effects of superfluid friction on the long-term thermal and rotational evolution of a neutron star. Differential rotation velocities between the superfluid and the crust (averaged over the inner crust moment of inertia) of ω ¯ ∼ 0.6 rad s−1 for PSR 1929+10 and ∼ 0.02 rad s−1 for PSR 0950+08 would account for their observed temperatures. These differential velocities could be sustained by pinning of superfluid vortices to the inner crust lattice with strengths of ∼ 1 MeV per nucleus. Pinned vortices can creep outward through thermal fluctuations or quantum tunneling. For thermally-activated creep, the coupling between the superfluid and crust is highly sensitive to temperature. If pinning maintains large differential rotation (∼ 10 rad s−1 ), a feedback instability could occur in stars younger than ∼ 105 yr causing oscillations of the temperature and spin-down rate over a period of ∼ 0.3tage . For stars older than ∼ 106 yr, however, vortex creep occurs through quantum tunneling, and the creep velocity is too insensitive to temperature for a thermal-rotational instability to occur. These older stars could be heated through a steady process of superfluid friction. Subject headings: stars: interiors — stars: neutron — stars: evolution — stars: stability — superfluid — dense matter
美森电源分布块说明书
E P.M E R S E N.CO MPD 4D© 2019 Mersen. All rights reserved. Mersen reserves the right to change, update,or correct, without notice, any information contained in this datasheet.Mersen power distribution blocks provide a safe and easy method of splicing cables, splitting primary power into secondary circuits and fulfilling requirements for fixed junction tap-off points. Unless noted otherwise, all blocks are UL and CSA approved while meeting spacing requirements for feeder and branch circuits in conjunction with UL508A and the National Electrical Code®. PDB options include single or dual conductor primary inputs and up to 30 secondary outputs. Specialty blocks are available allowing for up to 7 primary inputs. The MPDB series is offered in three size categories: miniature (MPDB62 and MPDB63 series), intermediate (MPDB66 and MPDB67 series), and large (MPDB68 and MPDB69 series), in both aluminum and copper.E AT U R E S /B E N EF I T Adder Poles: All sizes have optional adder poles for increasedMPDB SeriesOpen-Style Power Distribution BlocksP OW E R D I S T R I B U T I O N B LO C K STHE NEXT GENERATIONPOWER DISTRIBUTION BLOCK (PDB)E P.M E R S E N.C O MPD 5P OW E R D I S T R I B U T I O N B LO C K S P DPA R T S E L E C T I O N N O T E SMPDBs in each size category come in one, two, and three pole configurations (ending in -1, -2, and -3 accordingly). Users also have the ability to field install additional poles, end barriers, and safety covers.Adder Pole Snap-on Adder poles to fully assembled units to add additional poles in the field. Adder pole catalog numbers in all.Adder Pole Field assemble Adder poles to form multi-pole units.Safety CoverOptional, snap-on, hinged safety coverMPDBC6263Miniature Series MPDBC6667Intermediate Series MPDBC6869Large SeriesEnd BarrierSnap-on to Adder pole to complete assemblyMPDBE6263Miniature Series MPDBE6667Intermediate Series MPDBE6869Large Series F E AT U R E S /B E N E F I T S (C O N T I N U E D ):•Insulators: Insulators are virtually unbreakable, made of glass-filled polycarbonate. “See-through,” hinged safety covers are optional and provide a greater degree of safety and shock resistance where required. Hinged covers can be installed without tools.• Spacings: 1 inch through air and 2 inches over surface between uninsulated live parts of opposite polarity meets requirements for feeder and branch circuit applications of UL508A.•Safety Covers: Polycarbonate safety covers provide dead-front protection. One cover is needed for each pole. Each cover has a test probe hole in the center for circuit checking. Covers are optional accessories and catalog numbers can be found in the catalog selection tables for each size block.A D D I T I O N A L S P E C I F I C AT I O N S :Wire Type: Copper Blocks: 60/75ºC Solid/Stranded CU; Aluminum Blocks: 60/75/90ºC Solid/Stranded AL and CUConnector:Copper Blocks: Highly conductive tin-plated copper; Aluminum Blocks: Highly conductive tin-plated aluminumInsulating Material: Glass-filled polycarbonate with verified dielectric strength in excess of 2500V Flammability: UL 94-V0Mounting: Direct panel mount Environmental:RoHS compliant, Lead FreeM P D BOpen-Style Power Distribution BlocksP OW E R D I S T R I B U T I O NB LOC K SPD C ATA L O G N U M BE R S,M I N I AT U R E A L U M I N U M M P D B s, B O X-B O X C O NF IG U R AT I O NC ATA L O G N U M B E R S,M I N I AT U R E A L U M I N U M M PD B s, B O X-S T U D C O N F I G U R AT I O NC ATA L O G N U M B E R S,M I N I AT U R E C O P P E R M PD B s,B O X-B O XC O N F I G U R AT I ONC ATA L O G N U M B E R S,M I N I AT U R E C O P P E R M PD B s,S T U D-S T U D C O N F I G U R AT I O NEnd Barrier for MPDB62 and MPDB63 series: Catalog Number MPDBE6263M P D B62A N D M P D B63Open-Style Power Distribution BlocksE P.M E R S E N.CO MPD 6E P.M E R S E N.C O MPD 7P OW E R D I S T R I B U T I O N B LO C K S PDC ATA L O G N U M B E R S , I N T E R M ED I ATE A L U M I N U M M P D B s , B O X -B O X C O NF IG U R AT I ON(M) Indicates connection UL approved for use with multiple conductors in the same opening. Quantities and sizes of wires are as follows:#2-#14 Openings (4) #14(4) #12(2) #104/0-#6 Openings (2) #2(2) #3(2) #4(2) #6200-#4 Openings (2) #4(2) #3(2) #2(2) #1(2) 1/0(2) #2/0(2) 3/0End Barrier for MPDB66 and MPDB67 series: Catalog Number MPDBE6667C ATA L O G N U M B E R S , I N T E R M ED I ATE A L U M I N U M M P D B s , B O X -S T U D C O NF IG U R AT I O NM P D B 66 A N D M P D B 67Open-Style Power Distribution BlocksP OW E R D I S T R I B U T I O NB LOC K SP D C ATA L O G N U M B E R S,I N T E R M E D I AT E C O P P E R M P D B s, B O X-B O X C O N F I G U R AT I O NC ATA L O G N U M B E R S,I N T E R M ED I ATE C O P P E R M P D B s, S T U D-S T U D C O NF IG U R AT I O NHinged Safety Cover for MPDB66 and MPDB67 series: Catalog number MPDBC6667End Barrier for MPDB66 and MPDB67 series: Catalog Number MPDBE6667M P D B66A N D M P D B67Open-Style Power Distribution BlocksE P.M E R S E N.CO MPD 8E P.M E R S E N.C O MPD 9P OW E R D I S T R I B U T I O N B LO C K S PD(DLO) Indicates Ampere Rating or Wire Range applicable to Copper DLO class wire(M) Indicates connection UL approved for use with multiple conductors in the same opening. Quantities and sizes of wires are as follows:#2-#14 Openings (4) #14(4) #12(2) #104/0-#6 Openings (2) #2(2) #3(2) #4(2) #6200-#4 Openings (2) #4(2) #3(2) #2(2) #1(2) 1/0(2) #2/0(2) 3/0C ATA L O G N U M B E R S , L A R G E A L U M I N U M M PD B s , B O X -B O X C O N F I G U R AT I ONC ATA L O G N U M B E R S , L A R G E A L U M I N U M M PD B s , B O X -S T U D C O N F I G U R AT I O NEnd Barrier for MPDB68 and MPDB69 series: Catalog Number MPDBE6869M P D B 68 A N D M P D B 69Open-Style Power Distribution BlocksP OW E R D I S T R I B U T I O NB LOC K SP D C ATA L O G N U M B E R S,L A R G E C O P P E R M P D B s, B O X-B O X C O N F I G U R AT I ONC ATA L O G N U M B E R S,L A R G E C O P P E R M PD B s, S T U D-B O X C O N F I G U R AT I O NHinged Safety Cover for MPDB68 and MPDB69 series: Catalog number MPDBC6869End Barrier for MPDB68 and MPDB69 series: Catalog Number MPDBE6869C ATA L O G N U M B E R S,L A R G E C O P P E R M PD B s, S T U D-S T U D C O N F I G U R AT I O NM P D B68A N D M P D B69Open-Style Power Distribution BlocksE P.M E R S E N.CO MPD 10E P.M E R S E N.C O MPD 11P OW E R D I S T R I B U T I O N B LO C K S P DD O U B LE W I D E A L U M I N U M C ATA L O G N U M B E R S , B O X -B O X C O NF IG U R AT I O NThe MPDB double-wide series are designed for custom applications where large ampacities are required. Double-wide blocks are not UL or CSA certified unless otherwise noted. All double-wide blocks are Mersen self-certifiedand approved.D O U B LE W I D E C O P P E R C ATA L O G N U M B E R S ,B O X -B O XC O N F I G U R AT I OND O U B LE W I D E C O P P E R C ATA L O G N U M B E R S , B O X -S T U D C O NF IG U R AT I ONM P D B D O U B L E -W I D EOpen-Style Power Distribution BlocksP OW E R D I S T R I B U T I O NB LOC K SP D D I M E N S I O N SMiniature (MPDB63133 shown for reference) Intermediate (MPDB67563 shown for reference) Large (MPDB69123 shown for reference)M P D BOpen-Style Power Distribution BlocksE P.M E R S E N.CO MPD 12E P.M E R S E N.C O MPD 13P OW E R D I S T R I B U T I O N B LO C K S P DD I ME N S I O N S (C O N T I N U E D )Double-Wide (MPDB69331 shown for reference)Triple-Wide (MPDB800061 shown for reference)M P D BOpen-Style Power Distribution Blocks。
Remote Terminal Units - Connections and Settings说明
Remote Terminal Units - Connections and Settings Binary output 520BOD01Application, characteristics and technical data have to be taken from the hardware data sheet:520BOD01 Data sheet1KGT 150 864OperationThe binary output module 520BOD01 can be usedfor the control of 8 binary process signals using relay contacts. The allocation of an output signal to the processing functions can be done according to the rules of configuration.Processing functionsThe module 520BOD01 is able to process the following types of signals:•Single or double commands (SCO or DCO) with 1 or2 pole output without (1 out of n) check•Single or double commands (SCO or DCO) with 1.5 or 2 pole output with (1 out of n) check •Regulation step command (RCO), 1 or 2 pole •Digital setpoints commands, 8 Bit without strobe (DSO8)•Bitstring output, 1 or 8 Bit (BSO1 or BSO8)The micro-controller on the module processes alltime critical tasks of the parameterized processing functions. Moreover it carries out the interactive communication with the RTU I/O bus. All configuration data and processing parameters are loaded by the communication unit via the RTU I/O bus.In connection with an I/O adapter (e. g. 520ADD01)or the RTU520 communication unit the module is interfaced to the RTU520 I/O bus.The binary output unit can execute the following processing functions on the individual signal types:•Control of the command output duration Command monitoring functions:•monitoring of the output bit patterns by reading back the output state•switching voltage monitoring (24 V DC coil voltage) before and during output only together with (1 out of n) control module•command output duration monitoringDuring initialization and operation the module carries out a number of tests. If a fault occurs it is reported to the communication unit. All fault conditions impairing the function of the module are displayed as common fault signal by a red LED. A failure of the module isdetected by the communication unit.Parameter name Default Parameter location Command pulse length 1 sec SCO, DCO, RCO - PDPparametersvalue range: 0.1... 25.5 secFor additional information on these configuration parameters in RTUtil500 refer to RTU500 series function description - part 5: SCADA functions (1KGT 150 797).SettingsThe device has no switches or jumpers.SignalingLED BO1... BO8The 520BOD01 has 8 yellow LED’s on the front plate indicating the state of the outputs.The LEDs are ON for the time an output is active (pulse or persistent).LED ERRThe module monitors and checks the own functionality as well as the dialog via the I/O bus. Detected errors are indicated by the red LED ERR on the front plate and transmitted via the I/O bus to the communication unit (CMU). Additional diagnostic messages are available using the Web-Server on the CMU.The LED ERR indicates module errors or I/O bus errors:•module runs initialization procedure•module is performing a cold or warm start •module has detected a memory error (RAM or Flash)•micro-controller is faulty•no dialog via the I/O bus for at least 2 minutes. The module is not polled by the CMU.ConnectionsI/O bus connectionThe module is connected to the RTU I/O bus via the connectors X1 and X2.Power supply U EThe electronic circuits on the process side are supplied by an external 24 V DC voltage input U E. The voltage input U Eis connected at X3.Process connectionThe process will be connected to the screw terminals X4 (see Fig. 2).The 1 pole connection is described in Fig. 7.For a 2 pole connection two relays (e.g. for double commands R01 and R03, R02 and R04) of the binary output board 520BOD01 are used (see Fig. 8 and Fig. 9).For the (1 out of n) check along with560CIG10/560CID11 the connection is shown in Fig. 10. Safety instructionsDangerous process voltagesEnvironmental conditionsFigure 1: 520BOD01front plateFigure 2: 520BOD01 labelFigure 3: RTU520 DIN rail mounting - step 1Figure 4: RTU520 DIN rail mounting - step 2Figure 5: RTU520 DIN rail mounting - step 31Insert upper edge into DIN rail and push downwards2Push lower edge towards DIN rail and snap in the module 3 + 4:Shift one module connector intothe other starting from right toleft5 + 6:Mount end stops at the left andright sideFigure 6: 520BOD01 connection diagramFigure 7: 1 pole process connection, single commandFigure 8: 2 pole process connection, single command1K G T 150 865 V 003 1Figure 9: 2 pole process connection, double commandX3-1X3-2+-Figure 10: (1 out of n) check, 1.5 pole connection, single commandABB AGPower Grids P.O. Box 10 03 5168128 Mannheim, Germany Tel. +49 621 381-3000/remote-terminal-units We reserve the right to make technical changes or modify the contents of this document without prior notice. With regard to purchase orders, the agreed particulars shall prevail. ABB AG does not accept any responsibility whatsoever for potential errors or possible lack of information in this document.We reserve all rights in this document and in the subject matter and illustrations contained therein. Any reproduction, disclosure to third parties or utilization of its contents – in whole or in parts – is forbidden without prior written consent of ABB AG. Copyright© 2019 ABB AG All rights reserved。
A New Supersymmetric Index
Lyman Laboratory of Physics
Harvard University, Cambridge, MA 02138, USA
dimensions, ependent of almost all deformations of the theory. This index is related to the geometry of the vacua (Berry’s curvature) and satisfies an exact differential equation as a function of β . For integrable theories we can also compute the index thermodynamically, using the exact S -matrix. The equivalence of these two results implies a highly non-trivial equivalence of a set of coupled integral equations with these differential equations, among them Painleve III and the affine Toda equations.
HUTP-92/A021 SISSA 68/92/EP BUHEP-92-14
arXiv:hep-th/9204102v1 30 Apr 1992
A New Supersymmetric Index
Sergio Cecotti† , Paul Fendley⋆ , Ken Intriligator∞ and Cumrun Vafa∞
partition function Tr e−βH . This powerful method is known as the thermodynamic Bethe ansatz (TBA)[10]. In particular, the TBA analysis for a large class of N =2 integrable theories in two dimensions was carried out in [11,12], confirming the conjectured S -matrices as in particular reproducing the correct central charges in the UV limit. One can extend the usual TBA analysis by allowing arbitrary chemical potentials, and in particular one can compute objects such as TreiαF e−βH . This allows us, as a special case, to compute Tr(−1)F F e−βH in these theories in terms of integral equations. Thus for integrable theories we seem to have two inequivalent methods to compute the
英文超晶格
英文超晶格Here is a 1,000-word essay on the topic of "English Superlattice":The concept of the English superlattice has fascinated linguists and language researchers for decades. A superlattice, in the context of language, refers to a structured arrangement of linguistic elements, such as sounds, words, or grammatical patterns, that exhibit periodic repetition and emergent properties beyond those of the individual components. In the case of the English superlattice, this phenomenon manifests in the intricate and multifaceted nature of the English language, which has evolved over centuries to become a remarkably versatile and adaptable mode of communication.At the heart of the English superlattice lies the rich diversity of the language's vocabulary. English has a vast lexicon, drawing from a multitude of linguistic sources, including Germanic, Romance, and Latinate roots. This linguistic melting pot has endowed the language with an extraordinary capacity for nuance, precision, and expressiveness. Each word in the English superlattice carries with it a unique history, connotation, and contextual significance, allowing speakers to convey complex ideas and emotions with remarkable subtlety.Moreover, the grammatical structure of the English language further enhances the complexity of the superlattice. The combination of rigid syntactical rules, flexible word order, and a range of grammatical constructions, such as tenses, moods, and voice, enables English speakers to craft intricate and sophisticated sentences. This structural versatility allows for the seamless expression of diverse communicative intentions, from the objective and factual to the imaginative and poetic.One of the most intriguing aspects of the English superlattice is its ability to accommodate and assimilate new linguistic elements. As the world becomes increasingly interconnected, English has absorbed words, phrases, and idioms from countless languages, further expanding the boundaries of the superlattice. This dynamic process of linguistic cross-pollination has enriched the language, making it a truly global medium of communication.The superlattice metaphor also extends to the contextual and pragmatic dimensions of the English language. The appropriate use of English often depends on the social, cultural, and situational factors at play. Mastering the nuances of register, tone, and communication styles is essential for effective language use, as the same words and grammatical structures can convey vastly different meanings and intentions depending on the context.Furthermore, the English superlattice is not limited to the written and spoken forms of the language. It also encompasses the diverse range of non-verbal communication modes, such as body language, facial expressions, and gestures, which play a crucial role in shaping the overall communicative experience. These paralinguistic elements seamlessly integrate with the linguistic components of the superlattice, creating a multidimensional tapestry of expression.The complexity of the English superlattice is further amplified by the dynamic nature of the language. English is continuously evolving, with new words, idioms, and grammatical constructions constantly emerging, while others fall out of use or undergo semantic shifts. This ongoing process of linguistic transformation ensures that the superlattice remains a living, breathing entity, constantly adapting to the changing needs and preferences of its users.Mastering the English superlattice is a lifelong endeavor, as the depth and breadth of the language defy easy categorization or complete understanding. Even the most proficient speakers and writers of English often encounter novel linguistic challenges, requiring them to navigate the intricate web of the superlattice with creativity, flexibility, and a deep appreciation for the language's nuances.In conclusion, the English superlattice is a remarkable linguistic phenomenon that defies simple explanation. It is a multifaceted and dynamic system that encompasses a vast array of linguistic elements, each with its own unique history, meaning, and contextual significance. The superlattice metaphor captures the extraordinary complexity and adaptability of the English language, which continues to captivate and inspire language enthusiasts, scholars, and communicators around the world.。
For more information see the NeuroCOLT website
Marginal Boosting1 Gunnar R¨atsch2Manfred K.Warmuth3NeuroCOL T2Technical Report SeriesNC2-TR-2001-097August7,2001Produced as part of the ESPRIT Working Group in Neural and ComputationalLearning II,NeuroCOL T227150For more information see the NeuroCOLT websiteor email neurocolt@1Supported by DFG grant MU987/1-1,EU-Neurocolt II and NSF grant CCR9821087. 2raetsch@first.gmd.de GMD FIRST,Kekul´e str.7,12489Berlin,Germany3manfred@ University of California at Santa Cruz,CA95060,USAIntroduction1AbstractAdaBoost produces a linear combination of weak hypotheses.It has been observed in practice that the generalization error of the algorithm continues toimprove even after all examples are classified correctly by the current linear com-bination,i.e.by a hyperplane in feature space where each weak hypothesis is adimension.The improvement is attributed to the experimental observation thatthe distances(margins)of the examples to the separating hyperplane are increas-ing even when the training error is already zero,i.e.all examples are on thecorrect side of the hyperplane.We give an iterative version of AdaBoost that ex-plicitly maximizes the minimum margin of the examples.We bound the numberof iterations and the number of hypotheses used in thefinal linear combinationwhich approximates the maximum margin hyperplane with a certain precision.This result is shown to be independent from the size of the hypothesis class–even infinite hypothesis classes are allowed.1IntroductionIn the most common version of boosting the algorithm is given afixed set of labeledtraining examples.In each stage the algorithm produces a probability weighting on theexamples.It then is given a weak hypothesis whose error(probability of wrong clas-sification)is slightly below50%,which is used to update the distribution.Intuitively,the hard examples receive high weights.At end of each stage the weak hypothesis isadded to the linear combination,which forms the current hypothesis of the boostingalgorithm.The most well known boosting algorithm is AdaBoost[4].It adapts the linear co-efficient of the weak hypothesis to the error of the weak hypothesis.Earlier work onboosting includes[12,2].AdaBoost has two redeeming properties.First,along withearlier boosting algorithms[12],it has the property that its training error convergesexponentially fast to zero.More precisely,if the training error of the-th weak learneris,then an upper bound on the training error of the linear combination isreduced by a factor of at stage.Second,it has been observed experimentallythat AdaBoost continues to“learn”even after the training error of the linear combina-tion is zero[13],i.e.in experiments the generalization error is continuing to improve.When the training error is zero,then all examples are on the“right side”of the linearcombination(viewed as a hyperplane in a feature space,where each base hypothesisis one dimension).The margin of an example is the signed distance to the hyperplanetimes its label.As soon as the training error is zero,the examples are on the right side and have positive margin.It has also been observed that the margins of the ex-amples continue to increase even after the training error is zero.There are theoreticalbounds on the generalization error of linear classifiers(e.g.[13,1])that improve withthe size of the minimum margin of the examples.So the fact that the margins improveexperimentally seems to explain why AdaBoost still learns after the training error iszero.There is one shortfall in this argument.AdaBoost has not been proven to maximizethe minimum margin of the examples.In fact,in our experiments in Section4weobserve that AdaBoost does not seem to maximize the margin.Breiman[1]proposeda modified algorithm–Arc-GV(Arc ing-G ame V alue)–suitable for this task andMarginal Boosting2 showed that it asymptotically maximizes the margin.In this paper we propose an algorithm that maximizes the margin up to a given accuracy.We prove exponential convergence rates to the maximum margin solution in terms of and the sample size .To our knowlegde,this is thefirst result on the non-asymptotical convergence of a boosting algorithm to the maximum margin solution.The paper is structured as follows:In Section2wefirst extend the original Ada-Boost algorithm leading to AdaBoost.Then we propose Marginal AdaBoost,which uses AdaBoost as a subroutine.In Section3we give a more detailed analysis of both algorithms.First,we prove that if the training error of the-th weak learner is ,then an upper bound on the fraction of examples with margin smaller than is reduced by a factor of at stage of AdaBoost(cf.Theorem2 and Corollary3).Exploiting this property,we prove the exponential convergence rate of our algorithm(cf.Theorem4).We complete the paper with experiments confirming our theoretical analysis(Section4)and a conclusion.2Marginal BoostingFor AdaBoost it has been shown that it quickly generates a combined hypothesis Algorithm1The AdaBoost algorithm.,,andMarginal Boosting3 ),AdaBoost would converge fast to a combined hypothesis with a near maximum margin.The details are given in Section3.2.Since one does not know the value of beforehand,one also needs tofind. We propose an algorithm that constructs a sequence converging to:A fast way tofind a real value up to a certain accuracy on the interval is to use a binary search–one needs only steps.Our idea is to use the binary search tofind,where we call Algorithm1to decide whether the current guess is larger or smaller than.This leads to Algorithm2.The algorithm proceeds in iterations,where is determined by the accuracy that we would like to reach:In each iteration it calls AdaBoost(cf.step3a in Algorithm2),where is chosen to be in the middle of an interval(cf.step3c). Based on the success of AdaBoost to achieve a large enough margin,the interval is updated(cf.step3b).We can show that the interval is chosen such that it always contains,the unknown maximal margin,while the length of the interval is almost reduced by a factor of two.Finally,in the last step of the algorithm,one has reached a good estimate of and calls AdaBoost for generating a combined hypothesis with margin at least.In the next section we will give a detailed analysis of how the algorithm works and how many calls to the base learner are needed to approximate:in the worst case one needs about times more iterations than in the case where we already know .Since AdaBoost is used as a sub-routine and starts from the beginning in each round,one can think of several speed-ups,which might help to reduce the compu-tation time.For instance,one could store the base hypotheses of previous iterations and instead of calling the base learner,onefirst sifts through these previously used hy-potheses.Furthermore,one may stop AdaBoost,when the combined hypothesis has reached a margin of or the base learner returns a hypothesis with edge lower than.1.Input:,Accuracy2.Initialize:,,,,.3.Do for,(a)(b)if,then,else,(c)Detailed Analysis4 3Detailed Analysis3.1Weak learning and marginsThe standard assumption made on the base learning algorithm in the PAC-Boosting setting is that it returns a hypothesis from afixed set that is slightly better than random guessing on any training set.1More formally this means that the error rate is consistently smaller than.Note that the error rate of1In the PAC setting,the base learner is allowed to fail with probability.Since we are seeking for simple presentation,we ignore this fact here.Our algorithm can be extended to this case.Detailed Analysis5 Note,for AdaBoost it sofar has only been shown that it asymptotically achievesa margin of at least[11].We aim tofind an algorithm that approximates themaximum margin solution up to any precision in few iterations.3.2Convergence properties of AdaBoostWe now analyze a slightly generalized version of Algorithm1,where is notfixed but could be adapted in each iteration.We therefore consider sequences,which might either be specified before running the algorithm or computed based on results during the algorithm.For instance,the idea proposed by[1]is to set,which leads to Arc-GV.We are answering the question how good AdaBoost is able to increase the margin and bound the fraction of examples, which have a margin smaller than say.This leads to a theorem generalizing Thm.5 in[4]for the case:Theorem2([11,9]).Let be the edges of that are generated by Algorithm1and for.Then for all(3)where is the binary relative entropy.Thus,the algorithm makes progress reducing the rhs.of(2),if the term under the square-root is smaller then one.This is e.g.the case if large compared to and or,by(3),if(cf.step4in Algorithm1).The larger,the more progress one makes.Suppose we would like the reach a margin on all training examples,where we obviously need to assume.Then the question arises,which sequence ofone should use tofind a combined hypothesis in as few iterations as possible.One can boundsteps.Detailed Analysis6 Proof.We use(3)for,yielding(3)where we use a bound on the binary entropy.If,there is no example left with margin smaller than,which proves the corollary.3.3Convergence of Marginal AdaBoostSo far we have always considered the case where we already know some proper value of.Let us now assume the case that the maximum achievable margin is and we would like to achieve a margin of.Our algorithm guesses a value of starting with.We need to understand what happens if our guess is too high,i.e.,or too low,i.e.?First,if,then one cannot reach the margin of since the maximum achiev-able margin is.By Corollary3,if AdaBoost has not reached a margin of at least in steps,we can conclude that(cf.step(3b)in Algorithm2).This is the worst case.The better case is,if the distribution generated by AdaBoost will be too difficult for the base learner and it eventually fails to achieve an edge of at least and AdaBoost will stop(cf.stopping condition in Algorithm1).Second,assume is chosen to low,say,then one achieves a margin of in a few steps by Corollary3.Since the maximum margin is always greater that a certain achieved margin,one can conclude that(cf.step(3b)in Algorithm2).Note that there is a small gap in the proposed binary search procedure:We are not able to identify the case efficiently.This means that we cannot reduce the length of the search interval by exactly a factor of two in each iteration.This makes the analysis slightly more difficult,but eventually leads to the following theorem on the worst case performance of Marginal AdaBoost:Theorem4.Assume the base learner always achieves an edge.Then Algo-rithm2willfind a combined hypothesis that maximizes the margin up to accuracyin at mostbase hypotheses.Proof.See Algorithm2for definitions of.We claim that in any iteration.We show,if, then for all.It holds(induction start).By assumption and we may set.By Theorem1holds for all and,hence,we may set.We have to consider two cases.(a)and(b).In case(b)we have an additional term in,which follows from,justified byand Theorem2.By construction,the length of interval is(almost)decreased in each itera-tion by a factor of two.We show.In case(a)the interval is reduced by at least a factor of two.The worst case is if always(b)happens:Detailed Analysis7Experimental Illustration8 Theorem6(Strong Min-Max).If is compact,then .In general this requirement can be fulfilled by base learning algorithms whose outputs continuously depend on the distribution.Furthermore,the outputs of the hy-potheses need to be bounded(cf.step3a in Algorithm1).Thefirst requirement might be a problem with base learning algorithms such as some variants of decision stumps or decision trees.However,there is a simple trick to avoid this problem:Roughly speaking,at each point with discontinuity,one adds all hypotheses to H that are limit points of,where is an arbitrary sequence converging to and denotes the hypothesis returned by the base learning algorithm for weighting and training sample[9].4Experimental IllustrationFirst of all,we would like to note that we are aware of the fact that maximizing the margin of the ensemble does not lead in all cases to an improved generalization perfor-mance.For fairly noisy data sets even the opposite has been reported(cf.[8,1,5,11]).However,at least for well separable data the theory applies for hard margins.Hence, one should be able to measure differences in the generalization error,if one function approximately maximizes the margin while another function does not,as similar re-sults in[13]on a multi-class optical character recognition problem.Here we can report experiments on artificial data onlygorithm works and(b)how it compares to AdaBoost.Our data is100dimensional and contains98nuisancedimensions with uniform noise.The other two dimen-sions are plotted exemplary in Figure1.For training weuse only100examples and there is obviously the needto carefully control the capacity of the ensemble.As base learning algorithm we use C4.5decision treesprovided by Ross Quinlan[7]using an option to con-trol the number of nodes in the tree.We have set it suchthat C4.5generates trees with about three nodes.Oth-erwise,the base learner often classifies all training ex-amples correctly and over-fits the data already.Further-Figure1:The two discriminative dimensions of our separable one hundred dimensional data set.more,since in this case the margin is already maximal(equal to1),both algorithms would stop since.We therefore need to limit the complexity of the base learner, in good agreement with the bounds on the generalization error[13].In Figure2(left)we see a typical run of Marginal AdaBoost for.It calls AdaBoost three times.Thefirst call of AdaBoost for already stops after four iterations,since it has generated a consistent combined hypothesis.The lower bound on as computed by our algorithm is and the upper bound is(cf.step 3b in Algorithm2).The second time is chosen to be in the middle of the interval and AdaBoost reaches the margin of after80iterations.The interval is now .Since the length of the interval is small enough,Marginal AdaBoost leaves the loop through exit condition4,calls AdaBoost the last time forExperimental Illustration9 Table1Estimated generalization performances and margins with confidence intervalsfor decision trees(C4.5),AdaBoost(AB)and Marginal AB on the toy data.The lastrow shows the number of times the algorithm had the smallest error.All numbers areaveraged over200splits into100training and19900test examples.andfinally achieves a margin of.For comparison we also plot the margins of the hypotheses generated by AdaBoost(cf.Figure2(right)).Oneobserves that it is not able to achieve a large margin efficiently(after1000iterations).PSfragConclusion10 5ConclusionWe proposed a boosting algorithm that approximately maximizes the margin of an en-semble.To the best of our knowledge this is thefirst result on the non-asymptotical convergence of a boosting algorithm to the maximum margin solution that is valid if the hypothesis space is infinite.We have shown theoretically and empirically that our algorithm converges quite fast to the maximum margin solution,whereas the original AdaBoost algorithm is not able to achieve a large margin.We could prove this result without assuming additional properties of the base learning algorithm.In a toy exper-iment we have illustrated the validity of our analysis and also that a larger margin can decrease the generalization error when learning on high dimensional data with a few informative dimensions.References[1]L.Breiman.Prediction games and arcing algorithms.Technical Report504,Statistics Department,University of California,December1997.[2]Y.Freund.Boosting a weak learning algorithm by rmation andComputation,121(2):256–285,September1995.[3]Y.Freund and R.Schapire.Game theory,on-line prediction and boosting.InProc.COLT.Morgan Kaufman,1996.[4]Y.Freund and R.E.Schapire.A decision-theoretic generalization of on-line learn-ing and an application to boosting.Journal of Computer and System Sciences,55(1):119–139,August1997.[5]A.J.Grove and D.Schuurmans.Boosting in the limit:Maximizing the marginof learned ensembles.In Proceedings of the Fifteenth National Conference onArtifical Intelligence,1998.[6]R.Hettich and K.O.Kortanek.Semi-infinite programming:Theory,methods andapplications.SIAM Review,3:380–429,September1993.[7]J.R.Quinlan.C4.5:Programs for Machine Learning.Morgan Kaufmann,1992.[8]J.R.Quinlan.Boostingfirst-order learning.Lecture Notes in Computer Science,1160:143,1996.[9]G.R¨a tsch.Sparse ensemble learning.PhD thesis,University of Potsdam,NeuesPalais10,14469Potsdam,Germany,August2001.in preparation.[10]G.R¨a tsch,A.Demiriz,and K.Bennett.Sparse regression ensembles in infiniteandfinite hypothesis spaces.NeuroCOLT2Technical Report85,Royal HollowayCollege,London,September2000.Machine Learning,to appear.[11]G.R¨a tsch,T.Onoda,and K.-R.M¨u ller.Soft margins for AdaBoost.MachineLearning,42(3):287–320,March2001.also NeuroCOLT Technical Report NC-TR-1998-021.REFERENCES11 [12]R.E.Schapire.The Desig and Analysis of Efficient Learning Algorithms.PhDthesis,MIT Press,1992.[13]R.E.Schapire,Y.Freund,P.Bartlett,and W.S.Lee.Boosting the margin:A newexplanation for the effectiveness of voting methods.The Annals of Statistics, 26(5):1651–1686,October1998.[14]R.E.Schapire and Y.Singer.Improved boosting algorithms using confidence-rated predictions.In Proc.COLT’98,pages80–91,1998.[15]L.G.Valiant.A theory of the munications of the ACM,27(11):1134–1142,November1984.[16]J.von Neumann.Zur Theorie der Gesellschaftsspiele.Math.Ann.,100:295–320,1928.。
Randomized double-blind placebo-controlled trial
Bio Med CentralBMC Family PracticeStudy protocolRandomized double-blind placebo-controlled trial of sublingualimmunotherapy in children with house dust mite allergy in primary care: study design and recruitmentCindy MA de Bot*1, Heleen Moed 1, Marjolein Y Berger 1, Esther Röder 1,2, Hans de Groot 2, Johan C de Jongste 3, Roy Gerth van Wijk 2 and Johannes C van der Wouden 1Address: 1Department of General Practice, Erasmus MC-University Medical Center Rotterdam, PO Box 2040, 3000 CA Rotterdam, the Netherlands, 2Department of Allergology, Erasmus MC-University Medical Center Rotterdam, PO Box 2040, 3000 CA Rotterdam, the Netherlands and3Department of Pediatric Respiratory Medicine, Erasmus MC-University Medical Center/Sophia Children's Hospital, Rotterdam, PO Box 2040, 3000 CA Rotterdam, the NetherlandsEmail: Cindy MA de Bot*-c.debot@erasmusmc.nl; Heleen Moed -h.moed@erasmusmc.nl; Marjolein Y Berger -m.berger@erasmusmc.nl; Esther Röder -e.roder@erasmusmc.nl; Hans de Groot -grooth@rdgg.nl; Johan C de Jongste -j.c.dejongste@erasmusmc.nl; Roy Gerth van Wijk -r.gerthvanwijk@erasmusmc.nl; Johannes C van der Wouden -j.vanderwouden@erasmusmc.nl * Corresponding authorAbstractBackground: For respiratory allergic disorders in children, sublingual immunotherapy has been developed as an alternative to subcutaneous immunotherapy. Sublingual immunotherapy is more convenient, has a good safety profile and might be an attractive option for use in primary care. A randomized double-blind placebo-controlled study was designed to establish the efficacy of sublingual immunotherapy with house dust mite allergen compared to placebo treatment in 6to18-year-old children with allergic rhinitis and a proven house dust mite allergy in primary care. Described here are the methodology, recruitment phases, and main characteristics of the recruited children.Methods: Recruitment took place in September to December of 2005 and 2006. General practitioners (in south-west Netherlands) selected children who had ever been diagnosed with allergic rhinitis. Children and parents could respond to a postal invitation. Children who responded positively were screened by telephone using a nasal symptom score. After this screening, an inclusion visit took place during which a blood sample was taken for the RAST test.Results: A total of 226 general practitioners invited almost 6000 children: of these, 51% was male and 40% <12 years of age. The target sample size was 256 children; 251 patients were finally included. The most frequent reasons given for not participating were: absence or mildness of symptoms, absence of house dust mite allergy, and being allergic to grass pollen or tree pollen only. Asthma symptoms were reported by 37% of the children. Of the enrolled children, 71% was sensitized to both house dust mite and grass pollen. Roughly similar proportions of children were diagnosed as being sensitized to one, two, three or four common inhalant allergens.Conclusion: Our study was designed in accordance with recent recommendations for research on establishing the efficacy of sublingual immunotherapy; 98% of the target sample size was achieved. This study is expected to provide useful information on sublingual immunotherapy with house dust mite allergen in primary care. The results on efficacy and safety are expected to be available by 2010.Trial registration: the trial is registered as ISRCTN91141483 (Dutch Trial Register)Published: 20 October 2008BMC Family Practice 2008, 9:59doi:10.1186/1471-2296-9-59Received: 21 April 2008Accepted: 20 October 2008This article is available from: /1471-2296/9/59© 2008 de Bot et al; licensee BioMed Central Ltd.This is an Open Access article distributed under the terms of the Creative Commons Attribution License (/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.BackgroundSpecific immunotherapy with allergens might prevent the onset of asthma in individuals with allergic rhinitis and may accelerate the remission of asthma in children with allergic disease. [1-3] Although subcutaneous immuno-therapy (SCIT) is an effective treatment of respiratory allergic disorders, [4] the injections can be uncomfortable and side effects, though rare, may be serious and even fatal. [5,6] The use of specific sublingual immunotherapy (SLIT) for treatment of respiratory allergic disorders in children may be a viable alternative to SCIT because of its convenient form of administration and good safety pro-file – which has allowed home administration of SLIT. [7,8] Thus, although SLIT seems particularly suitable for children in primary care, most clinical trials up to now have been performed in a hospital setting.Evidence for the efficacy of SLIT in children remains inconclusive. Various reviews concluded that there was insufficient evidence to recommend SLIT for use in rou-tine clinical practice. [9-11] In their Cochrane review, Wil-son et al. concluded that SLIT is an accepted treatment for adults; studies with children revealed no significant reduc-tion in symptoms and medication scores, but the number of participants was small. [12]In 2001, the Allergic Rhinitis and its Impact on Asthma (ARIA) guidelines were published in co-operation with the World Health Organization. [13] They recommend treatment of allergic rhinitis in a stepwise manner (using a combination of allergen avoidance, pharmacotherapy and immunotherapy) based on the duration and severity of disease, rather than on the type of exposure (i.e. sea-sonal, perennial, occupational) as in previous guidelines.[14] Immunotherapy is recommended for patients with more severe disease, for those not responding to usual treatments, or for those refusing usual treatments; this type of patient is generally treated in a hospital setting and/or by a specialist.In the Netherlands, allergic rhinitis in children is usually managed by the general practitioner (GP). We hypothe-sized that SLIT could be an effective treatment in primary care and designed a study to evaluate the efficacy and safety of SLIT in children and adolescents with house dust mite-induced allergic rhinitis. Here we describe the meth-odology, recruitment, and main characteristics of the pri-mary care study population.MethodsStudy designThis ongoing study is a randomized double-blind pla-cebo-controlled study, comparing the efficacy of SLIT with house dust mite allergen (SLIT-HDM) to that of placebo treatment in 6 to 18-year-old children with allergic rhini-tis and a proven house dust mite allergy in primary care. Patients entered the study and started treatment either in September-December 2005 or in September-December 2006 for a period of approximately two years. Written informed consent was obtained. The study was approved by the Ethical Review Board of Erasmus MC-University Medical Center Rotterdam. The trial was registered as ISRCTN91141483.Participants and recruitmentGPs in south-western Netherlands selected children aged 6 to 18 years in their computerized patient files with either a diagnosis of hay fever/allergic rhinitis or relevant medication use: i.e. antihistamines for systemic use; nasal corticosteroids; topical decongestants; topical anti-aller-gics, and other nasal preparations.Recruitment took place September to December in 2005 and in 2006. An information letter signed by the GP was sent to the selected children. This letter described the gen-eral purpose of the study, elicited cooperation, and pro-vided a return form and envelope. On the return form children and parents could indicate whether or not they were interested in the study; if not interested they could indicate the reason for not participating.Participants who responded positively were telephoned by a research assistant to arrange a screening interview (see below). The research assistant asked questions about nasal symptoms during the last three months, the history of allergic rhinitis, general medication use, and use of asthma medication. Table 1 gives an overview of all inclu-sion and exclusion criteria.After telephone screening an inclusion visit took place for those who met the inclusion/exclusion criteria and who agreed (children/parents) to further participation. During this visit, the research assistant performed/recorded the following: rhinitis symptoms during the last month and last week (nasal symptoms: rhinorrhea, blocked nose, sneezing, itching); conjunctivitis symptoms during the last month and last week (eye symptoms: tearing, itching, redness); International Study of Asthma and Allergies in Childhood (ISAAC) questionnaire [15] for rhinitis and asthma; wheeze and cough; family history of allergy, asthma and eczema; rhinoconjunctivitis-specific quality of life for pediatrics and adolescents (PRQLQ and AdolR-QLQ[16,17]); blood sample for RAST (grass pollen, tree pollen, HDM, cat dander and a pet, if present at home) (CAP-Phadiatop®, Pharmacia Diagnostics AB, Uppsala, Sweden); and physical examination (weight and height). After the screening visit, when children met the inclusion criteria and none of the exclusion criteria and children and parents agreed to participate, a home visit was sched-uled to provide instructions about the baseline diary. Every day for one month, children recorded the symp-toms related to allergic rhinitis on a diary card; also reported were other complaints, rescue medication, and other medication needed (see below). At this visit the research assistant took dust samples from the child's bed-room floor and mattress to assess indoor HDM exposure. This will be repeated after two years.After the baseline diaries had been completed a new visit was scheduled and, after signing informed consent, partic-ipants were assigned to SLIT treatment or placebo accord-ing to the randomization schedule (see below). RandomizationRandomization was generated by a computer program in varying block sizes unknown to the investigators. The ran-domization list was passed to the Department of Phar-macy at Erasmus MC. In order to ensure that disease severity was similar between patients assigned to verum therapy and those assigned to placebo, randomization was stratified according to severity on the basis of data obtained during the telephone screening.InterventionParticipants received an aqueous extract of house dust mites (Dermatophagoides pteronyssinus) in a glycerinated isotonic phosphate buffered solution (Oralgen Mijten, Artu Biologicals, Lelystad, the Netherlands) or placebo treatment consisting of the glycerol solvent. In accordance with the manufacturer's guidelines the treatment period was divided into two phases: a dose escalation phase of 20 days, and a maintenance phase of approximately two years. Treatment started on day one with a single drop. One drop consisting of 0.05 ml corresponds with 35 bio-logical units (BU); the dose was increased by one drop per day until day 20 (20 drops = 1 ml = 700 BU). The mainte-nance dose was 20 drops (= 700 BU) twice weekly. The drops were administered sublingually and kept there for at least 1 minute before being swallowed. A research assistant instructed the participants and also provided written instructions. Participants, parents, investigators, research assistants and caregivers were blinded to treat-ment allocation.Follow-upFigure 1 shows the time schedule per individual patient. After randomization children started with treatment for 20 days (dose escalation phase) followed by a mainte-nance phase of two years. Children filled in a diary during three months (between September and December) after one and two years of treatment (see below). Every month a research assistant completed a questionnaire (con-ducted by telephone) throughout the entire study period. Over the two years of treatment the total number of planned contacts is 13 home visits and 23 telephone calls. Outcome measuresThe primary outcome measure for efficacy is the differ-ence between the group receiving SLIT and the group receiving placebo for the total daily mean rhinitis symp-tom score for four nasal symptoms (see below), assessed through a diary filled in during three months after two years of treatment. In the period of evaluation (September through December), the percentage of days on which the daily symptoms are properly recorded should be at least 50%. For patients who do not meet this criterion in the second year (e.g. dropouts after 1 year) data of the first treatment year will be used. See section Data analysis for further details.Secondary outcome measures are the difference between the group receiving SLIT and the placebo group for the proportion of symptom-free days, the proportion of res-cue medication-free days, use of rescue medication, mean eye symptom score, total symptom score (nasal and eyeTable 1: Inclusion and exclusion criteria for the study populationInclusion criteria• aged 6–18 years• history of allergic rhinitis for at least 1 year• IgE antibodies ≥0.7 kU/l to house dust mite• no use of nasal steroids in the month before start of baseline measurements• rhinitis symptom score of at least 4 out of 12 during last 3 months• signed informed consentExclusion criteria• severe asthma(requiring 800 mcg budesonide daily or equivalent for other inhaled steroids; or requiring >3 courses of oral prednisone/prednisolone in previous year or required hospital stay for asthma in previous year)• sensitization to pets present at home (IgE antibodies ≥0.7 kU/l)• planned surgery of nasal cavity• having received immunotherapy in past 3 years• language barrier• contraindications to sublingual immunotherapy (as supplied by the manufacturer)Figure 1Detailed time schedule per individual patient.symptoms), and disease-specific quality of life after two years of treatment. Overall evaluation of the treatment effect will be assessed by patient, parents and research assistant after two years of treatment.Assessment of efficacyEfficacy will be measured by patient-assessed symptom scores. Although nasal, eye, skin and lung-related symp-toms have been related to house dust mite allergy, the main allergic symptoms are considered to be the follow-ing nasal symptoms: sneezing, itching, watery running nose and blockage. The intensity of these symptoms is subjectively assessed according to a grading scale: 0 = no complaints, 1 = minor complaints, 2 = moderate com-plaints and 3 = serious complaints; the maximum score is 12. The scores will be assessed daily by the patient and recorded in the patient's diary. The period of measure-ment will be three months in the period September through December in 2006 and 2007 for the primary out-come measures (first cohort), and in 2007 and 2008 (sec-ond cohort); this autumnal period of the year was chosen because it has the highest HDM exposure levels. Assessment of safety, tolerability and compliance Adverse effects will be assessed by patients and parents reporting effects in the diary, or calling the research assist-ant with complaints, or by the research assistant via a questionnaire filled in during home visits, and by monthly telephone contact. All adverse events reported during the study will be recorded. In case of serious adverse events or persisting allergic symptoms after man-agement according to protocol, the study treatment will be discontinued for these patients. If patients discontinue the study medication, they will be asked to agree to further follow-up according to the study protocol during the remainder of the study period.Compliance will be measured by self-report of SLIT administration in the diary and by monthly telephone contact, and determined by weighing the returned study medication.Sample size calculationAs rhinitis symptoms are the primary outcome measure, this was used for calculating the sample size. A Dutch study on mattress covers provides relevant data for symp-tom scores in patients with house dust mite allergy (aged 8–50 years). [18] Based on the baseline symptom score in the latter study, and the ability to assess a reduction of at least 30% (proposed by Malling as a clinically relevant reduction) [19], in our study a sample size of 96 patients per group would be required. Taking into account a drop-out rate of 25% between randomisation and end of fol-low-up, this would require 128 patients in each study group. An alternative approach is assuming the nasal score at the last week screening visit to be 4.5 (sd 2.6). A 30% change would provide a delta of approximately 0.5 (generally assumed to be clinically relevant) and require a sample size of 105 per study group (alpha = 0.05 and beta = 95%).Quality of lifeRhinoconjunctivitis-specific quality of life will be assessed through the validated Pediatric (6–11 years) and Adoles-cent (12–17 years) Rhinoconjunctivitis Quality of Life Questionnaire (PRQLQ and AdolRQLQ, respectively) at baseline and after one and two years. [16,17] To establish the presence of lower airway symptoms during the last 12 months at baseline, specific questions on wheezing and dry cough at night were taken from the ISAAC. [15] Rescue medicationDuring the study the use of symptomatic allergy medica-tion is discouraged, especially use of long-acting antihista-mines and locally or generally administered corticosteroids. However, rescue treatment is allowed in case of persisting allergic symptoms (levocetirizine tab-lets, xylomethazoline nasal spray and levocabastine eye drops); the above-mentioned rescue medication will be provided free of charge. In principle, patients are encour-aged to use the provided medication only, but are allowed to use their own medication as well. Patients were clearly instructed on the use of rescue medication and other med-ication, and on how to document entries in the patient diary. For severe or steadily worsening rhinoconjunctivitis symptoms or intermittent asthma the patient should con-sult his/her physician.Data analysisThe treatment effect will be tested at a two-sided signifi-cance level of 5%. Statistical comparison between verum and placebo of the mean daily sum score from the diary after two years will be done using Analysis of Covariance. There will be three covariates in this analysis: baseline nasal sum score at entry into study, age of patients, and presence of cat allergy. In case more than one child from the same family has been included in the study and con-tribute to the final analysis, we will test whether 'family' provides a statistically significant effect (P < 0.20). In that case 'family' will be added as a random effect. Exploratory subgroup analyses are planned for the differ-ence between placebo and verum regarding the primary outcome according to age and the baseline symptom score (both dichotomized at the median value).All analyses will be performed according to the intention-to-treat principle, i.e. irrespective of compliance with the prescribed dosing schedule and other treatments, but excluding patients in whom major inclusion criteria werenot fulfilled. A per-protocol analysis will include all patients who took at least 80% of the study medication and completed 50% of the diaries.For this paper, the distribution of age and gender through-out the recruitment period will be compared. All data are presented as summary descriptive statistics: means, stand-ard deviations (SD) or percentages. Statistical analyses were carried out with SPSS version 11.0 and differences of p < 0.05 were considered significant.ResultsLetters were posted by 226 general practitioners to 5986 children. An answer form was returned by 2555 children; of these, 1072 children responded positively to the letter and 500 of these children were included after the screen-ing by telephone. Finally, 251 children (i.e. only 4.2% of the children selected in general practice) were included in the study.Table 2 summarizes the main reasons given for not partic-ipating in the consecutive recruitment phases. In response to the initial mailing most of those who declined had few or no complaints (48%), or had another allergy (16%). During the telephone screening, those not included had no history of HDM allergy (28%) or a low symptom score (28%). In the last phase of the recruitment (the screening visit) the main reasons for non-participation were no HDM allergy but only grass or tree pollen allergy detected by RAST (33%), and no sensitization to inhalant allergens detectable by RAST (30%).Table 3 presents the baseline characteristics of the included patients. The mean age of the participants was 11.8 (SD 3.0) years. A total of 251 children were rand-omized to treatment or placebo. During the recruitment period nasal complaints were assessed at several time points; this symptom score showed a difference between telephone screening (6.8) and screening visit (4.5). More than half of the children reported wheeze/breathlessness (54%) and dry cough (53%) during the last year. In almost 37% of the children asthma was reported.The majority of the children (77%) were multisensitized. Roughly similar proportions of children were diagnosed as being sensitized to one, two, three or four common allergens. Of the included children, 71% was sensitized to both HDM and grass pollen, followed by tree pollen in 43%, and cat dander in 34% of the children.Table 4 shows the distribution of age and gender during the recruitment process. Of almost 6,000 children, 51%Table 2: Reasons not to participate in the consecutive recruitment phasesReasons not to participate Total(n)PercentageLetter returned (n = 1483)Few or no complaints71048.4% Other allergy24016.4% Study too burdensome20213.8% No interest in the study18612.6% No reason1459.8% Telephone screening (n = 572)No HDM allergy15927.8% Low symptom score (<4/12)15827.6% Not interested in study5710.0% Severe asthma39 6.8% Language barrier27 4.7% Use of immunotherapy in the last 3 years19 3.3% Refusing blood sample to be taken17 3.0% Age (out of range)15 2.6% Allergic complaints <1 year12 2.1% History of severe allergic reaction9 1.6% Systemic disease8 1.4% Use of nasal corticosteroids 1 month before baseline7 1.2% Answer forms received after deadline of inclusion period457.9% Screening visit (n = 249)Only grass pollen or tree pollen sensitization8132.5% No sensitization detectable7530.1% Sensitive to pet at home (confirmed by RAST)6024.1% No informed consent2911.7% Use of unallowed co-medication4 1.6%was male and 40% was aged 6–11 years. In the final recruitment phase, 251 children were included in the study. The distribution of age (6–11 years, p = 0.006) and gender (boys 59%, p < 0.025) of the children included in the present study is significantly different from those who initially received the invitation letter.DiscussionThis is an ongoing randomized double-blind placebo-controlled trial to establish the efficacy of sublingual immunotherapy with house dust mite allergen in children in primary care. Because the effectiveness of SLIT is still under discussion (mainly due to inconclusive quality/ methodology of the published trials), the present long-term study is expected to provide useful information about SLIT with house dust mite allergen in primary care. Although the distribution of age and gender of the partic-ipating children is significantly different from those con-tacted in the first recruitment phase, the difference is relatively small and age and gender groups are adequately represented; therefore, this difference should not affect the generalizability of the results of the trial.Table 3: Baseline characteristics of the included childrenTotal(n = 251)PercentageGenderMale14959.4% Female10240.6% AgeMean (SD) in years: 11.8 (3.0)6–11 years12248.6% 12–17 years12951.4% Physical characteristicsWeight in kg: mean (SD)47.5 (15.3)Height in cm: mean (SD)154.6 (17.1)Season with most complaints of allergySpring3513.9% Autumn14 5.6% Spring and autumn/entire year20180.1%Nasal symptoms (scale 0–12)Telephone screening: mean (SD) 6.8 (2.1)Screening visit in last 3 months: mean (SD) 5.8 (2.3)Screening visit in last week: mean (SD) 4.5 (2.6)AsthmaAsthma present9236.7% Asthma medication9939.4%Wheeze/breathless – ever15462.3% Wheeze/breathless – last year13153.9% Dry cough at night – last year13052.6%SensitizationOne allergen (monosensitized for HDM)5823.1% Two allergens6726.7% Three allergens7228.7% Four allergens5421.5%Sensitization to both HDM andGrass pollen17971.3% Tree pollen10843.0% Cat dander8533.9%Strengths and weaknessesThe importance of the methodology and quality of immu-notherapy trials has been documented. [19] The present study has a baseline assessment and complies with other recommendations: i.e. placebo-controlled, double-blind, randomized, adequate sample, sufficient duration of treatment, patients selected according to predefined clini-cal criteria, and clearly defined primary and secondary outcomes.Most related studies have been performed in a hospital setting, [20,21] so that the results may not be applicable to the general population. Therefore, our study is designed to evaluate – in a primary care setting – the effi-cacy and safety of SLIT in children and adolescents with house dust mite-induced allergic rhinitis.The ARIA guidelines propose that SLIT can be adminis-tered to young patients if these children are carefully selected with rhinitis, conjunctivitis and/or asthma caused by pollen and mite allergy. [13] By recruiting young chil-dren from a primary care setting (according to our meth-odology) the included children will meet this recommendation.Most earlier studies failed to report on the phase prior to randomization, whereas the present study reports the rea-sons given not to participate and possible selection bias. According to the WAO Task Force, the ideal efficacy study of specific allergen immunotherapy should be performed in monosensitized patients or in patients concomitantly sensitized to noncross-reacting allergens. [22] It is reported that single-allergen-specific immunotherapy may prevent sensitization to other airborne allergens in monosensitized children. [1,3,23] In our study we included both monosensitized and multisentized chil-dren; the majority was multisensitized and only 23% was monosensitized. We believe that this will increase the gen-eralizability of the study results to a wider range of patients.Many clinical trials face recruitment problems and have to approach many patients in order to include only a small proportion. [24,25] In a survey of 78 studies in Dutch pri-mary care, a median of 87% of planned patients was recruited. [26] In the present study 98% of the target sam-ple size was recruited.ConclusionOur study was designed in accordance with recent recom-mendations for research on establishing the efficacy of sublingual immunotherapy; 98% of the target sample size was reached. This study is expected to provide useful information on the position of SLIT with house dust mite allergen in primary care; results on the efficacy and safety of SLIT should be available by 2010.Competing interestsAs employees of Erasmus MC, MYB and JCvdW obtained research funding from Artu Biologicals, which included the present study. CMAdB, HM and ER were employed by Erasmus MC through these funds. JCdJ received project funding from GlaxoSmithKline, Merck, Sharpe & Dohme, Roche and Friso Foods, and lectured at scientific meetings on request of G laxoSmithKline, Novartis and Merck, Sharpe & Dohme. All payments went to the Erasmus Uni-versity Medical Center, Pediatric Research Holding. H. de G root declares to have no conflict of interest with the pharmaceutical world. R. Gerth van Wijk received fees for lectures and expert panel participation from Allmiral, Alcon, Merck Sharp & Dome, Novartis, Stallargènes and UCB.Authors' contributionsCMAdB carried out all analyses and drafted the manu-script. All other authors read and approved the final pro-tocol and the manuscript. JCvdW drafted the protocol and supervised the study.AcknowledgementsThe study was financially supported by Artu Biologicals, Lelystad, The Netherlands.Table 4: Distribution of age and gender during the recruitment phasesTotal Male Age group6–11 yearsn n%n% Total mailed5986306651.2%236939.6% Letter returned (irrespective of answer)2555133152.1%103640.5% Letter returned positive response107259255.2%47143.9% Telephone screening positive50027955.8%21442.8% Screening visit positive25114959.4% 112248.6%2 1: p = 0.006 (compared with 5986 children who were initially contacted)2: p = 0.025 (compared with 5986 children who were initially contacted)。
Universal Aspects of Gravity Localized on Thick Branes
∗
J. Robert Oppenheimer Fellow
1. Introduction
The proposal of Randall and Sundrum (RS) [1,2] to localize gravity in the vicinity of a brane with non-vanishing tension in anti-de Sitter (AdS) space has recently attracted enormous attention (see, for example [3, 4], for previous relevant work, [5–24], for more recent generalizations, [25–30], for work on smooth brane scenarios, [31–37], for embeddings in string theory and supergravity, [38–47], for the general relativity aspects and finally [48–52], for cosmological and phenomenological aspects). RS found that in a setup with a single brane, a negative bulk cosmological constant and a single large extra dimension (with the cosmological constant and brane tension tuned such that the effective four-dimensional cosmological constant vanishes) the solution to Einstein’s equation results in a single graviton zero mode, which is a consequence of the unbroken four-dimensional Poincar´ e invariance, and a continuum of Kaluza-Klein (KK) modes. Normally the presence of these continuum modes would render a setup like this unrealistic due to the large deviation from Newton’s Law the low energy continuum modes tend to induce. However, RS found that due to the suppression of the wavefunctions of the continuum modes close to the brane, their contribution to the Newton potential is highly suppressed, and therefore a realistic model with uncompactified extra dimensions could be built. This model has been generalized in [5] to models with intersecting branes with more than one uncompactified extra dimension, and also to include brane junctions [6, 7]. The branes in the RS setup and its generalizations mentioned above are included as static point-like external sources in the extra dimensions, with no dynamics to produce them. As was done in [26–29, 33], one can find solutions to Einstein’s equation coupled to a single scalar field, where the scalar creates a domain wall—a “thick brane”—while the metric away from the brane asymptotes to a slice of AdS5 . Such domain wall solutions are obtained if the scalar potential originates from a superpotential (although as recently discussed in [37] this does not necessarily imply that the theory is embeddable into a five-dimensional supergravity theory). In this case the solutions found in [26–28] originate from a BPS equation. These domain walls were first found in [25]. It has been shown in [26–28] that, just like for the case of the infinitely thin branes of RS, there is a single normalizable graviton bound-state with zero energy. A particularly nice example of this sort has been recently worked out in detail in [30]. Similar BPS equations for intersecting domain walls in more than one extra dimension were found in [8, 9]; however, no explicit solutions to these equations are known yet. In this paper we study generic properties of localized gravity on thick branes. In the first part of the paper we consider thick branes in one extra dimension and then generalize to an arbitrary number of extra dimensions. Instead of starting with a coupled gravity-scalar system, as in [27,28], we “smear” the RS solution and its generalizations in such a way that the non-dynamical source terms correspond to a smeared (thick) brane in the background of a slowly varying negative bulk cosmological constant. We examine the spectrum of graviton modes and find necessary
Accumulation device null of possession sunsize
专利名称:Accumulation device null of possession sun/size发明人:梶川 好光,大垣 晃平,宇塚 正,湊 義彦申请号:JP特願昭61-98447申请日:19860428公开号:JP特公平8-22711B2公开日:19960306专利内容由知识产权出版社提供摘要:PURPOSE:To make a loading level of veneer higher, by installing both the upper and lower conveyors, having a feed passage surface each, in an upper part of the stacker provided with a lifter, while making the stacker pinch and lift the veneer with a signal out of a detector, mounting it at an optional spot, and making the loaded surface into flatness. CONSTITUTION:A series of sized veneers are taken in an A direction by a feed conveyor 3, and when the front end comes nearer to a loading tip part, the lifting bar 13 set up in both directions, and the veneer reached to a loading lower spot is pinched and floated up between the lifting bar and a fixed bar 14, stopping movement of the veneer. Afterward, the feed conveyor 3 and a tension conveyor 4 both are stopped. When conveyance is suspended, the lifting bar 13 goes down and releases the veneer so that the veneer is mounted on the conveyor 3 temporarily. In succession, the two-strip conveyors 3 are separated in both directions so that they are dropped together other veneers and mounted on the lower loading spot, making the loading surface into flatness whereby a loading level can be made higher.申请人:株式会社ウロコ製作所地址:北海道函館市追分町6番12号国籍:JP更多信息请下载全文后查看。
Soft Lure
**Soft Lure**In the intricate web of human desires and attractions, "Soft Lure" emerges as a gentle yet persuasive force, like a tender breeze that caresses the soul.Like the soft glow of the moon on a still lake, soft lure has a quiet allure that tugs at the heartstrings in a subtler way. Consider the story of Odysseus and the Sirens. While the Sirens' song was known for its enchanting and dangerous pull, there is also a soft lure in the longing for home and the memories of loved ones that guided Odysseus on his arduous journey.In the modern world, the soft lure of a childhood dream often persists in the background of our adult lives. The memory of wanting to become an artist, a scientist, or a musician may have been overshadowed by practicalities, but it still exerts a gentle pull. For example, a person working in a corporate job might find themselves constantly drawn to paint in their spare time, as the soft lure of their artistic passion refuses to be silenced.Another form of soft lure can be found in the simple pleasures of life. The smell of freshly baked bread, the warmth of a fireside on a cold winter's night, or the laughter shared among friends - these are the soft lures that bring comfort and a sense of belonging. They may not be grand or dramatic, but their cumulative effect can shape our choices and define our happiness.Soft lure is not only about personal experiences but also about social connections. The kindness and compassion shown by a stranger in a moment of need can create a soft lure towards a more empathetic and caring society. A small act of charity or a helping hand extended to someone in distress has the potential to inspire others and create a ripple effect of positive change.However, soft lure can also present challenges. It can sometimes make us complacent or cause us to hold onto past ideals that may no longer be feasible. We must be vigilant in recognizing when the soft lure is leading us towards growth and when it is keeping us trapped in a state of nostalgia.In conclusion, soft lure is a nuanced and powerful aspect of the human experience. It has the ability to inspire, comfort, and guide us, but it also requires us to be discerning. By embracing the soft lure withwisdom and an open heart, we can navigate the complex landscape of life and find meaning and fulfillment in the gentle tugs that shape our journey. Let us be receptive to the soft lures that lead us to a life of authenticity and purpose.。
New Supersymmetry of the Monopole
a r X i v :h e p -t h /9507046v 1 7 J u l 1995NIKHEF/95-032DAMTP-95/36hep-th/9507046NEW SUPERSYMMETRY OF THE MONOPOLEF.De Jonghe,A.J.Macfarlane ∗,K.Peeters and J.W.van HoltenNIKHEF,Postbus 41882,1009DB Amsterdam,The NetherlandsJune 1995Abstract The non-relativistic dynamics of a spin-1/2particle in a monopole field possesses a rich supersymmetry structure.One supersymmetry,uncovered by d’Hoker and Vinet,is of the standard type:it squares to the Hamiltonian.In this paper we show the presence of another supersymmetry which squares to the Casimir invariant of the full rotation group.The geometrical origin of this supersymmetry is traced,and its relationship with the constrained dynamics of a spinning particle on a sphere centered at the monopole is described.∗On leave of absence from DAMTP,University of Cambridge,Silver Street,Cambridge CB39EW,UK,and St.John’s College,Cambridge.1.This paper discusses spin-1( p−e A)2−e B. S,(1)2where all vectors are3-dimensional.In particular S= σ/2, B=g r/r3,and the vector potential A is to be defined patchwise in the well-known way.It is more than ten years now since it was observed that this model posesses a hidden supersymmetry[1].This supersymmetry is of the so-called N=12,in terms of Pauli matrices,which gives rise to the description[5]of the spin of the monopole.In the rest of this paper,we will work at the level of the quantum theory,i.e.after the transition from Poisson brackets to canonical(anti)commutators.However, we will not use the specific representation of the Grassmann coordinates in terms of Pauli matrices that was mentioned above,since this can obscure the difference between Grassmann even and Grassmann odd operators.In this paper,we show that the dynamics of a spin-1[ J2−e2g2+12.(4)rThe operator˜Q—which coincides up to a constant shift with the operator A in[1]—plays an important role in the determination of the spectrum of the model.To see the equivalence between˜Q and A,one has to use the representation of the Grassmann coordinates by Pauli matrices,and,in this way,one loses the insight that A is in fact a Grassmann odd operator.In the original analysis,A was introduced only on algebraic grounds, and its geometrical interpretation remained unclear.Here we explain that it corresponds to a new type of supersymmetry of the problem,and our way of obtaining this extra supercharge shows the geometry of the monopole configuration to be considerably richer than anticipated.In particular,since the new supercharge˜Q squares to essentially J2,our analysis shows that the full supersymmetry algebra of the monopole is in fact a non-linear algebra.2.Our discussion is based,firstly,on a general method[6]which uses Killing-Yano tensors[8]to generate additional supersymmetries in a theory which already possesses some known supersymmetries of a standard type,and,secondly,on the realisation that vital theoretical information can stem from the employment,where appropriate,of fermionic phase spaces of odd dimension.We have seen that the last circumstance does apply to the monopole.Also,it is true that theflat background of the monopole admits the simplest available non-trivial example of a Killing-Yano tensor,viz.f ij=εijk x k.(5)1This satisfies trivially the conditions generally obeyed[7,6]by such a tensor,namely,f ij=−f ji,f ij,k+f ik,j=0.(6) Further,we can use it,as in[6],to define a hermitian supercharge˜Q=˜Q†,which obeys(2)and(3).We develop these matters below starting from the superfield formulation.Our treatment may be compared with the recent work of[9],which added electromagnetic interactions to the curved space analysis of spinning particles in d dimensions in[6].Although[9]does not address the special properties and simplifications that occur in the specific case of d=3,our work evidently has links with the general results found there.We use scalar superfieldsΦi=x i+iθψi,i=(1,2,3),(7) involving one real Grassmann variable such thatθ2=0,θ=θ∗,a real coordinate x i and Majorana fermions ψi.The most general Lagrangian we can build is of the formS= dt dθ i6kεijk DΦi DΦj DΦk ,(8)where the operator D=∂θ−iθ∂t.This contains kinetic,electromagnetic and torsion terms,but no pure potential term can be built without the use of spinor superfields(see e.g.[4]for more details on this point). However,we do not need the latter here and will simplify(8)by taking the coupling constant for the torsion term to be zero atfirst.Writing the action out in componentfields one obtainsL=12iψi˙ψi+e˙x i A i(x)−12εijk F jk.As usual[1],p i=˙x i+eA i,[x i,p j]=iδij,{ψi,ψj}=δij,(10) and H=Q2for the superchargeQ=(p i−eA i(x))ψi.(11) Following the procedure of[6],we seek a new supercharge˜Q,which obeys(2)and hence describes a new supersymmetry of H,in the form˜Q=(pi−eA i)f ijψj+ibwhere S i=−i.(14)r3The condition on B here is a special case of the more general conditionfλ[µFν]λ=0(15) found in[9].It remains to compute and interpret the conserved quantity K that one obtains by squaring this new supercharge.A direct computation gives the answer(3)announced in the introduction,where the total angular momentum J can also be written asJ= r×( p−e A)+ S−eg1r.(16)rThefirst term L in the last formula,shows that the part of K quadratic in the momenta:12 J2−e2g2+1Such a structure in which the Killing-Yano tensoris related to a square root of total angular momentumis familiar from other examples[6,13].It represents the particular kind of non-linearity familiar also from finite-dimensional W-algebras[14].3.Recently it was shown by Rietdijk and one of us[15],that there exists a certain duality which relates two theories in which the role of the Killing-Yano tensor and the vierbein and the role of the supercharges Q and˜Q are parison of(11)and(12)indicates that similar ideas are relevant in the theory studied here.Thus one is led to consider not only our original theory but also the one in which K and˜Q are Hamiltonian and‘first’supersymmetry.One knows the Hamiltonian of the latter theory and the canonical equations for the variables that occur in it,so that its dynamical content can be completely determined.In fact we can show that it describes a particle of spin12 x2i−ρ2 −iλψi x i.(21)The full set of constraints(primary and secondary)then becomesx2i=ρ2,x iψi=0,x i(p i−eA i)=0.(22) After introducing Dirac-brackets,the constraints can be used to write the classical Hamiltonian asH∗=12ρ2−eB· S,(24)where M i=−f ij(p j−eA j)=εijk x j(p k−eA k).Clearly,this supersymmetric model describes a subclass of the solutions of the original model(those with spherical symmetry),and involves precisely the Stackel-Killing tensor as its metric and the Killing-Yano tensor as the dreibein.Interestingly,the modification introduced here changes the new Killing-Yano-based supersymmetry of the original model into a standard supersymmetry of the constrained Hamiltonian.In the quantum theory,tofind the corresponding result,we rescale the new supercharge(12)by a factorρ˜Q=12ρ−iεijkσi x j D k+12 −D i δij−x i x j4ρ2,(26)As a result,the supercharge(25)is naturally identified with the proper restriction of˜Q/ρof the original model to the sphere with radiusρ;however,restricted to the sphere it plays the role of the ordinary supercharge Q:4it is a square root of the(constrained)Hamiltonian.Thus we see,how the new non-standard supercharge of one model is related to the standard supersymmetry of another model.Moreover,the second model is here a constrained version of the original model.We remark on the appearance of(25)in the constrained model.In the constrained model,the representation of the fermionsψi and of the momentum p i requires an extra projection operator K ij in comparison with the representation in the unconstrained model.However,the extra terms do not contribute to the representation of˜Q in the constrained model,basically owing to the zero mode of the Killing-Yano tensor f ij. AcknowledgementsThe research of FDJ and JWvH is supported by the Human Capital and Mobility Program through the network on Constrained Dynamical Systems.The research of KP is supported by Stichting FOM.AJM thanks JWvH for the hospitality extended to him at NIKHEF at the time when much of the present research was performed. References[1]E.d’Hoker and L.Vinet,Phys.Lett.137B(1984)72.[2]M.Sakimoto,Phys.Lett.B151(1985)115.[3]R.H.Rietdijk,Ph.D.thesis Amsterdam1992,Applications of supersymmetric quantum mechanics.[4]A.J.Macfarlane,Nucl.Phys.B438(1995)455.[5]J.L.Martin,Proc.Roy.Soc.251(1959)536and ibid.543.[6]G.W.Gibbons,R.H.Rietdijk and J.W.van Holten,Nucl.Phys.B404(1993)42.[7]B.Carter and R.G.McLenaghan,Phys.Rev.D19(1979),1093.[8]K.Yano,Ann.Math.55(1952),328.[9]M.Tanimoto,TIT/HEP-277/COSMO-50,gr-qc/9501006.[10]J.W.van Holten and R.H.Rietdijk,Class.Quantum Grav.11(1993)559.[11]R.A.Coles and G.Papadopoulos,Class.Quantum Grav.7(1990)427.[12]R.Jackiw,Ann.Phys.129(1980)183.[13]J.W.van Holten,Phys.Lett.B342(1995)47.[14]J.de Boer,F.Harmsze and T.Tjin,preprint ITP-SB-95-07and ITFA-03-2/95.[15]R.Rietdijk and J.W.van Holten,Durham/NIKHEF preprint(july1995).5。
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a rXiv:h ep-th/00712v213Se p2UM-TH-00-15Imperial/TP/99-0/33hep-th/0007120A supersymmetric Type IIB Randall-Sundrum realization M.J.Duff†1,James T.Liu †,K.S.Stelle ‡2†Randall Laboratory,Department of Physics,University of Michigan,Ann Arbor,MI 48109–1120‡The Blackett Laboratory,Imperial College Prince Consort Road,London SW72BZ,UK ABSTRACT1Research supported in part by NSF Grant PHY-97220902Research supported in part by PPARC under SPG grant 613.1IntroductionThe purpose of this paper isfirst to show that the type IIB domain wall solution of Bremer et al.[1]provides a supersymmetric realization of the Randall-Sundrum brane-world[2,3] and secondly to give its ten-dimensional interpretation in terms of IIB3-branes.The idea that our universe may be a3-brane in a higher dimensional spacetime has a history going back nearly two decades[4,5,6,7,8,9].More recently,another viewpoint on this basic idea has grown out of the Hoˇr ava-Witten[10,11]model for M–theory/heterotic string duality,based upon an S1/Z2orbifold in D=11spacetime.This orbifold construc-tion was later realized in a D=5compactification by a concrete solution to semiclassical M–theory,i.e.D=11supergravity[12,13].A key point in this construction was the introduction offlux for the M–theory4-formfield strength G[4]wound around the compact dimensions,which were taken to be a Calabi-Yau3-fold.The resulting reduced theory is a specific version of matter-coupled D=5,N=2supergravity.This dimensionally-reduced theory has a scalar potential arising from the G[4]flux,which rules outflat space or indeed any maximally symmetric space as a solution to the equations of motion.But this D=5 reduced theory readily admits domain wall,i.e.3-brane,solutions.A natural configura-tion is a pair of two3-branes in a Z2symmetric configuration;projecting thefields of this theory into the subspace of Z2invariant configurations then reproduces the Hoˇr ava-Witten orbifold.As in the original D=11/D=10discussion,the massless brane-wave excita-tions of this scenario are not easily deduced by direct analysis of the solution,but one may obtain information about the zero-modes by anomaly inflow arguments.These may either be carried out in D=10,leading to the original Hoˇr ava-Witten prediction of a D=10, N=1super Yang-Mills E8gauge multiplet residing on each of the twofixed planes of the orbifold,with the resulting structure subsequently reduced to D=5,or one may carry out the anomaly analysis directly in D=5,yielding more general possibilities for gauge structure[14].Another theory in which similar constructions can be made is D=10type IIB super-gravity.This has a self-dual5-formfield strength that supports the D3-brane,which is the basis for much recent discussion of the Maldacena conjecture,linking string theory in the near-horizon region of the D3-brane to a Yang-Mills theory quantized on the boundary of the associated asymptotic anti de Sitter space,which is the near-horizon limiting spacetime. In the pure supergravity context,relations between p-branes in higher dimensions and do-main walls arising after dimensional reduction on spheres was developed in[1],including the case of the D3-brane of type IIB theory.Meanwhile,another development was brewing.Randall and Sundrum[2]proposed a simple model of physics on3-branes embedded in D=5anti de Sitter space,first in a model with two3-branes,one of positive and one of negative tension.This model was criticized for the apparent danger of non-physical modes from the negative tension brane, and also because the modulus related to the distance between the two branes gave another parameter needingfixing in any phenomenological analysis.Subsequently,a revision of this scenario was put forward[3],in which there was only one3-brane,of positive tension, essentially obtained from thefirst scenario by sending the negative tension brane to the Cauchy horizon of anti de Sitter space.The striking result found in this second scenario is that,although thefifth dimension of space-time is now infinite,the effective gravity theory on the single remaining3-brane nonetheless has D=4and not D=5leading behavior.The gravitational potential for static sources starts out with a Newtonian1/r, corrected by terms of orderΛ−1/r3,whereΛis the D=5cosmological constant.This“binding of gravity”to the3-brane happens when a D=5spacetime has a warped product structure,with the warp factor,i.e.the factor multiplying the D=4submetric,decreasing as one recedes on either side from the single Randall-Sundrum3-brane.This corresponds in general terms to the3-brane acting as a positive-tension source on the right-hand side of the Einstein equations.It was not clear,however,whether this scenario could arise from an explicit solution to a supergravity theory.Links between the Randall-Sundrum model and supergravity were made in Refs.[15, 16,17,18,19,20].In[17,18],the D=53-brane solutions to the type II theory presented in[1]were used to make an analogy to the Randall-Sundrum model.The explicit relation between this construction and the specific Randall-Sundrum model was not fully pinned down,however.This perspective was further elaborated in[19,20].Despite the existence of these works,there still seems to be some confusion in the literature as to whether the Randall-Sundrum model can in fact be obtained from an explicit supergravity solution1. Moreover,there are powerful general arguments[22,23,24]as to why smooth supersym-metric solutions obtained from D=5gauged supergravity coupled to various combinations of D=5matter cannot reproduce a Randall-Sundrum scenario with binding of gravity to the3-brane.A key word here is‘smooth.’Although one might well like to replace the Randall-Sundrum scenario,with its delta-function source,by a smooth solution,experience with domain walls in supergravity(i.e.codimension-one brane solutions)shows them al-ways to be based upon a linear harmonic function in the d=1codimension.In order for such a solution to have a localized energy concentration,i.e.a‘brane,’some kind of‘kink’must be introduced into the linear harmonic function so as to give a location to the domain wall.Thus,the search for a smooth codimension one solution looks rather unlikely to be successful.2Moreover,the remainder of the argument of Refs.[22,23]concerns the general behavior of renormalization groupflows between critical points of coupled supergravity-matter potentials.This gives the impression that even if one were to relax the requirement of smoothness,there would be no solution leading to the binding of gravity to the3-brane.In this paper,we shallfirst explicitly obtain the original(kinked)Randall-Sundrum geometry from type IIB supergravity.This follows from the work of Refs.[1,17,20]. This construction makes essential use[17]of the‘breathing mode’of the S5dimensional reduction of type IIB supergravity of Ref.[1].We shall show why this massive mode escapes the constraints on supersymmetricflows by reason of its transforming in a representation with AdS lowest energy E0=8>4,thus falling outside the scope of the analysis of Ref.[22,23].The breathing-mode solutions,although Kaluza-Klein consistent in a purely bosonic context containing just the breathing mode and gravity,do not really correspond to a pure D=5supergravity theory.The construction retains an essential memory of its D=10type IIB origin.This is particularly so when one considers the superpartners of the breathing mode,which include massive spin two modes that cannot be retained in a consistent truncation to afinite number of D=5fields.Another memory of D=10supergravity in the supersymmetric realization of the Randall-Sundrum geometry resides in the Z2symmetry of this geometry.This geometry is very similar to the Z2symmetric configuration of two M–theory3-branes in D=5that explicitly realizes the Hoˇr ava-Witten construction as an M-theory brane solution[12,13]. In the M–theory solution,the Z2symmetry is central to the appearance of the orbifold,andit also plays a critical rˆo le in the preservation of unbroken D=4supersymmetry on the brane world-volumes[13].The same is true in the double3-brane type IIB solution that we present as the supergravity realization of the Randall-Sundrum geometry:continuity of the unbroken supersymmetry Killing spinor depends on the way the Z2symmetry is im-plemented.In particular,in the M–theory case[13]as well as in the type IIB construction [27],the constant parameter determining theflux of the relevant underlying formfield is Z2odd,and soflips sign upon crossing either of the3-branes;thisflip is crucial for the continuity of the unbroken supersymmetry parameter.Accordingly,in the type IIB case as in the M-theory case,the D=5theory is really obtained from a dimensional reduction on a pair of Kaluza-Klein ans¨a tze,one on each side of the Z2symmetric spacetime.Although this construction requires the presence of brane sources for the form-fieldflux,it is natural in the context of the higher-dimensional M–or type IIB theory.This split ansatz,however, means that it is much less natural to view the geometry as arising in a single D=5theory.Having shown how to obtain the Randall-Sundrum model from type IIB supergravity, we next set out to study the brane-wave oscillations of the solution.This analysis is quite natural in the type IIB analogue of the M–theory Z2symmetric double3-brane construction [12,13].Although,as in[2],this configuration involves both a positive and a negative tension brane,thus leading to concerns about negative energies,we show that there is a‘mode-locking’phenomenon that reduces the zero-modes to just one(positive energy)D=4, N=4Maxwell multiplet in the case of one singly charged brane.This happens because the Z2-odd modes turn out to be non-zero modes constrained to be related to Kaluza-Klein massive modes by the Bianchi identities for the type IIB5-formfield strength H[5]and for the gravitational curvature.Thus,one does not have to make an explicit projection by hand into a Z2-invariant subspace offields:this projection happens spontaneously,by normal Kaluza-Klein dynamical mechanisms freezing out massive Kaluza-Klein modes.The type IIB models considered here have the great advantage that one can carry out more of the Kaluza-Klein analysis explicitly than in the analogous discussion of M–theory reduced on Calabi-Yau spaces[12,13].But it is to be expected that an analogous mode-locking mechanism will operate there as well.And in that case,the mode-locking can be expected to lead to a spontaneous appearance of D=4chirality,thus generalizing the appearance of chirality by explicit Z2projection.2Supersymmetric domain walls and renormalization group flowsWhile there are many ways of representing a metric on anti-de Sitter space,perhaps the most natural form of the metric from a domain wall point of view is given in terms of Poincar´e coordinatesds2=e−2gyηµνdxµdxν+dy2.(2.1) Written in this manner,the Minkowski signature boundary of AdS is reached when y→−∞, while the point y→∞is instead a null surface,the AdS Killing horizon.In the AdS/CFT correspondence,this metric is viewed as the near-horizon geometry of N coincident D3-branes,which is described by N=4super Yang-Mills living on the boundary.Furthermore, the distance to the boundary is regarded as an energy;from the bulk point of view y→−∞is aflow to the UV,while y→∞is aflow to the IR.The Randall-Sundrum brane-world is obtained by taking two Poincar´e patches of AdS, both given by(2.1),and joining them at the brane location y=0.The resulting Randall-Sundrum metric has the formds2=e−2g|y|ηµνdxµdxν+dy2,(2.2) and its geometry gives rise to a localized graviton on the‘Planck’brane.Presented as‘an alternative to compactification’,much has been made of the fact that this scenario binds gravity even though the y direction has an infinite extent.Nevertheless,it is apparent from the form of(2.2)that the Planck brane only lives in a tiny portion of AdS,and that movement away from the braneflows towards the Killing horizon and not towards the Minkowski boundary of AdS.Had one instead chosen to join together the y<0regions of(2.1),the resulting geometry would preserve the vast majority of the original space, including all of the portion of AdS near the boundary.This then would yield a divergent ‘localization’volume and give rise to a brane of opposite character to the Randall-Sundrum brane,namely one that does not bind gravity.In fact,the above observation motivated the authors of Ref.[28]to view the Randall-Sundrum geometry as a warped compactification of F-theory on a Calabi-Yau four-fold.In this picture,the warped geometry arises from the presence of D3-branes situated on the ellipticallyfibered Calabi-Yau manifold.Thefive dimensional Randall-Sundrum universe then corresponds to the noncompact four-dimensional spacetime with the addition of a single y coordinate which provides a preferred slicing of the internal space alongflows between separated stacks of D3-branes.One thus sees that the Randall-Sundrum brane itself is not identified with any one of the D3-branes,but is instead viewed as an effective geometry that arises in interpolating between the near-horizon locations of the D3-branes.In terms of the parametrization in(2.2),the D3-branes are located at the horizons,y=±∞,and the apparent infinite extent of the y coordinate is simply a result of the warping of the compact space by the D3-branes themselves.The localization of gravity is then explained by the compactness of the underlying F-theory construction.Heterotic and M-theory realizations based on warped Calabi-Yau compactifications have been examined in Ref.[29].Returning to afive-dimensional picture,there have been many attempts to explain the Randall-Sundrum scenario from a supersymmetric domain-wall point of view.The advantage of this approach is that one can generally ignore the added complications of the compactification of the underlying IIB theory,and instead focus only on brane constructions in the resulting D=5gauged supergravity theory.However,as we emphasize below, it is important to realize that there is no reason(other than simplicity)to expect that the relevant degrees of freedom lie only in the massless supergravity sector.In fact,as emphasized in[22,23],massless gauged supergravity precludes the localization of gravity on a brane.Thus massivefields are a necessity.For the Randall-Sundrum picture to be realistic,where the Planck brane is a dynamical object,it would have to be supported by bulk scalarfields.Thus,in the language of bulk renormalization groupflow,we seek a brane solution with stableflows to AdS critical points in the IR on both sides of it.This approach has been studied extensively in both the AdS/CFT[30,31]and brane-world[32,33,22,23]pictures,with considerable overlap. Nevertheless,the distinction betweenflows of massless and massive scalars has not always been made clear,so we wish to do so below.Since we demand that theflow away from the brane is towards an AdS background, the scalars must reach somefixed values corresponding to a critical point in the potential. Then,independent of any specific model,at that point,we may expand the scalars about theirfixed values.However before doing so,it is worth realizing that representations in AdS differ from those in aflat background.Recall that,for AdS5,general representations of SU(2,2)may be labeled by D(E0,j1,j2)where E0is the lowest energy(which may be given in terms of the natural mass scale of the AdS background).For scalars,D(E0,0,0),unitarity requires E0≥1with E0=1 corresponding to the singleton representation.General unitarity bounds for SU(2,2)aswell as for the SU(2,2|N/2)superalgebras have been obtained in[34,35,36,37,38,39](seealso[40]).For a scalarfield in AdS5,the mass is given in terms of E0by m2=E0(E0−4), so that‘massless’scalars in fact correspond to E0=4.Of course,negative mass squared is not to be feared in an AdS background,provided the Breitenlohner-Freedman bound[41] is satisfied.For this case it corresponds to m2≥−4,which is saturated for E0=2.To be specific,we now consider the case of a brane supported by a single scalar coupledto gravity,where the Lagrangian takes the forme−1L=R−1∂Mφ∂Nφ+12W2,(2.5)3and the putative‘transformations’δψµ=[∇µ−12Wγµ]ǫ,δλ=12∂φW]ǫ.(2.6) Identification of the above transformations with those of an actual supergravity theory requires some care.3In particular,from an N=2point of view,4thefieldφmay reside in either a vector,tensor or hypermatter multiplet,with possibly different forms of coupling to the fermions.In all cases,thefields(gµν,ψµ)and(φ,λ)would be part of a(not necessarily consistent)truncation of the actual supergravity theory.As emphasized previously in discussions of holographic renormalization groupflows,theequations of motion following from a domain-wall ansatz take on a simple form.Startingwith the metricds2=e2A(y)ηµνdxµdxν+e2B(y)dy2(2.7) one obtains the following equationsA′2=112e2B V,A′′−A′B′=−13In this paper,we have not performed a full Kaluza-Klein reduction of the type IIB supersymmetry transformations,so all discussions of supersymmetry here are somewhat schematic.They will be sufficient, however,to determine the necessary Z2behavior for having an unbroken D=5supersymmetry.4We take N=2to label minimal supersymmetry in D=5,corresponding to D=4,N=2 supersymmetry.where primes denote y derivatives.Thefirst two equations were obtained by combining components of the Einstein equation.Note that the three equations are not all independent, and wefind it convenient to focus only on thefirst two.In codimension one,the second metric factor e2B is redundant,and may be removed by defining a new coordinate˜y= e B dy(keeping in mind that explicit domain wall solutions often have a simpler form when presented in terms of a metric with the e2B factor).We proceed by setting B=0,so the equations resulting from(2.8)take the formA′′=−124φ′2−1m2(φ−φ∗)2+···,(2.10)2where the constant factor is chosen to give the conventional normalization of the AdS curvature,R MNP Q=−g2(g MP g NQ−g MQ g NP).(2.11) While in some cases g may coincide with the coupling constant of gauged supergravity,we only take it to parameterize the AdS background at the specificfixed point we are interested in.We now insert(2.10)into the second equation of(2.9)tofind that A(y)≈±gy,at least up to linear order inφ.Thus we recover the expected linear behavior giving rise to an AdS background.Continuing with theφequation of motion,and again working to linear order inφ(which amounts to making the substitution A′≈±g),wefindφ′′±4gφ′−m2φ≈0,(2.12) which has in general two solutions,φ≈φ∗+ce−E0A(y),andφ≈φ∗+ce−(4−E0)A(y),(2.13) where E0=2+(φ−φ∗)2.(2.14)24Finally,this allows us to examine the IRflow,corresponding the to behavior in the direction A→−∞.We see that IR stability is ensured for E0>4by taking the second solution of (2.13),while theflow is always unstable for2≤E0<4,and the massless case,E0=4,is marginal.As a result,the above analysis indicates that E0>4is a necessary condition for IR stability,and hence for the construction of a Randall-Sundrum brane.Note,furthermore, that this result was derived without having to appeal to supersymmetry.Thus it holds in general for both BPS and non-BPSflows.However,as we see below,BPSflows impose afurther condition on the relative signs of the terms in the superpotential.This powerful and completely general result was in fact present,although hidden in the discussion of Ref.[22,23].However,in [22,23],only scalars residing in massless vector multiplets of N =2gauged supergravity (i.e.the D (2,0,0,0)representation,where the last value denotes the U (1)r charge)were considered.In particular,the authors of [22]relied on the relation (∂i ∂j W )cr =13√2e B ∂φW,(2.15)for a domain wall preserving exactly half of the supersymmetries.This result may in fact also be derived without using the transformations (2.6),but instead by a traditional BPS argument for finding static minimum energy configurations [33,30].Combining both equations gives rise to a holographic renormalization group flowdφW ,(2.16)consistent with the second order equations (2.8).In this case,we expand the superpotential as W =±3√12λ(φ−φ∗)2+···)(2.17)corresponding to the potential (2.10),provided λis identified with either E 0or 4−E 0.Note that this introduces a two-fold ambiguity.However this is in fact somewhat artificial,since knowledge of the actual supersymmetric theory would fully determine the superpotential (but see e.g.Ref.[42]for a discussion on the relation between V and W without supersym-metry).In contrast to (2.13),the supersymmetric flow condition,(2.16),gives only a single approach to the fixed pointφ≈φ∗+ce −λA (y ).(2.18)As a result,for a BPS flow,not only do we require E 0>4,but also we learn from the above analysis that λ=4−E 0must be negative in the superpotential,(2.17).The requirement of λ<0was previously noted in [22].This connection between E 0and the behavior of a scalar field in AdS was initially made in investigations of the Maldacena conjecture [43,44],where E 0was related to the conformal dimension of appropriate operators on the CFT side of the AdS/CFT conjecture.In this case,(2.12)taken with exact equality is simply the massive scalar equation in the reference AdS background (2.1).This in itself highlights the similarity between the brane-world scenario and the AdS/CFT conjecture.In some sense,the Randall-Sundrum brane,being inserted at some fixed location in AdS,cuts offthe flow to the UV and hence may be described by a Maldacena CFT cut offat some energy scale related to the location of the brane.3Breathing mode domain walls and the brane-worldBased on the preceding analysis,it is clear that consideration of the massless sector of (N =2,4or 8)gauged supergravities alone does not lead to realistic brane-world configurations.However,for a five dimensional model originating from IIB theory,many other degrees of freedom may come into play.While round S 5compactifications of IIB supergravity yield N =8gauged supergravity at the massless level,this is also accompanied by a Kaluza-Klein tower of massive states.In general,consistent truncations of sphere reductions are a delicate matter [45,46].However it is consistent to include the breathing mode ϕin the truncation:although it lives in a massive supermultiplet,it is nevertheless a gauge singlet.5Domain walls supported by the breathing mode have been investigated in Refs.[1,17,20],and have recently been suggested as possible realizations of the brane-world scenario.To make connection with the Randall-Sundrum model,we examine type IIB string theory compactified on S 5.This sphere reduction,with the inclusion of a single squashing mode along with the breathing mode,was investigated in [1].Focusing only on the scalar modes,the resulting five dimensional Lagrangian ise −1L 5=R −12∂˜f 2−V (˜ϕ,˜f ).(3.1)The scalar potential has the formV (˜ϕ,˜f )=8m 2e 1015˜ϕ+e 415˜ϕ(µ2e 610˜f −R 4e 110˜f ),(3.2)where the constants (m,µ,R 4)are parameters of the compactification [1].While this potential may now be expanded in the form of Eqn.(2.10),it is perhaps more enlightening to first express it in the form of a ‘superpotential’according to (2.5).We findW =2√√√2µe 310˜f +R 42µe −210˜f ).(3.3)Note that there is a slight sign ambiguity in inverting (2.5);here we have chosen the signs so that W has a critical point ate 315˜ϕ∗=µ6µ2 3√6µ2,(3.4)corresponding to that of V as well.Expansion of W then givesW =−3√2m 56µ2 [1−12(˜f −˜f ∗)2+···].(3.5)Comparison with (2.17)thendemonstrates explicitly that the breathing mode ˜ϕhas E 0=8while the squashing mode ˜f has E 0=6.Curiously,the two modes enter with opposite signsin W .While this N =8symmetric critical point is indeed a minimum of the potential,it is only a saddle point of W .The consequences for the resulting supersymmetric flow were investigated in the previous section.For supersymmetric flows,this critical point is IR stable for the breathing mode,while it is unstable for the squashing mode.This indicates explicitly that simply having adomain wall supported by a scalar with E0>4may be insufficient to ensure the stability of a supersymmetric Randall-Sundrum configuration.Nevertheless,we have now seen why use of the massive breathing mode of sphere reductions has been successful in constructing brane-world domain walls[17,20],avoiding the limitations on supersymmetricflows presented in Ref.[22,23].To proceed,we now truncate out the squashing mode by setting˜f=0and R4=6µ2= 6√√√20m2.(3.7) Here R5is the curvature scalar of the round S5,arising from the type IIB Kaluza-Klein ansatz[1]ds210=e2αϕds25+e2βϕds2(S5)H[5]=4me8αϕǫ[5]+4mǫ[5](S5),(3.8)whereα=155α.(3.9)This also indicates that m is essentially the5-formflux of the Freund-Rubin compactifica-tion.Thus the two parameters m and R5of thefive dimensional potential,(3.6),have their origin in the Kaluza-Klein compactification from ten dimensions.Note that the Kaluza-Klein ansatz(3.8)for the H[5]field strength implies that the Freund-Rubin parameter m must be odd under transformations y→−y.In order for this to be realized as a sym-metry of the type IIB theory,this‘lower’D=5transformation must be accompanied by an orientation-reversing transformation of S5,so that the self-dual structure of H[5]is pre-served,but with m→−m.By the‘skew-whiffing theorem’[45],both orientations have the same(maximal)supersymmetry in the case of S5.For any other compactifying5-manifold the supersymmetries would not match.For a complete truncation of the sphere compactification down to D=5,in which all Kaluza-Klein modes except for the breathing mode are discarded,the two parameters m and R5satisfy trivial Bianchi identities,and hence must be constant.In this case only a single combination of the two is actually physical.The constant parameter R5may then be viewed as a necessary dimensionful parameter for measuring coordinate distances on thefive sphere(much as one would have to introduce a length scale L for toroidal compactification, where periodic coordinates are identified as y=y+2πL).The actual invariant(physical) size of thefive sphere is then set by the expectation of the breathing modeϕ.To see formally how R5may be scaled away,consider a shift ofϕalong with a scaling of mϕ→ϕ+√4logλ,m→mλ−5choice would be to set R5=20m2,so that the AdS critical point is reached atϕ∗=0. From a ten dimensional point of view,the transformation(3.10)results inds210=λ52[4me8αϕǫ[5]+4mλ−5√7+˜b2H5√3|k|,˜b2=η214√15|k|.(3.13)Hereη1,2=±1are in general independent choices of signs for the solution.For our purposes they arefixed by requiring an appropriate AdS limit forϕ→ϕ∗.This givesη2=−η1and η1chosen so that e4A>0in order for the metric to be real at a given initial value of y.The linear harmonic function H is restricted to be nonnegative.Examination of the solution indicates that the AdS horizon is located at H=H∗≡e−7ϕ∗/√either run into a singularity or on out into unboundedflat space.One obvious possibility for obtaining an asymptotically AdS space on both sides of a domain wall is to reflect the solution at y=0,imposing thus a y→−y Z2symmetry.The resulting two-sided domain wall,supported by an absolute value kink in the linear harmonic functionH=e−715ϕ0+k|y|,(3.14) was in fact how the solution was originally presented in[1].The presence of such a kink is rather natural for a codimension one object.Supergravity p-brane solutions are generally supported byδ-function sources at the locations of the branes themselves,and this remains true for domain walls.Passing through a domain wall,one jumps through a sheet of charge, and this jump in charge manifests itself in a change in the slope of the linear harmonic function.A priori,the slope could take any values on the two sides of the domain wall,but clearly the Z2symmetric jump from k to−k is a natural configuration.We shall see that this configuration is distinguished also by preserving unbroken supersymmetry.For either the plain unkinked(3.12)or the kinked(3.14)solution,the slope k may be scaled away by taking y→y/|k|and xµ→xµ|k|1/4.This explains why the apparent domain wall charge k is not directly related to lifted quantities such as the D3-brane charge ˜k.However,note that this scaling does not eliminate the sign of k,leaving thus a distinction between the slope up and slope down possibilities.For discussions of multiple domain wall configurations or branefluctuations,it is more convenient to retain k.If one chooses to restrict the coordinate y in(3.14)to range only over the interval −y0≤y≤y0,identifying the points y0and−y0,then one obtains a Z2symmetric solution that can serve as the background for a Z2orbifold construction.This orbifold construction is analogous to the treatment of M–theory3-branes given in[12,13]as a brane realization of the Hoˇr ava-Witten S1/Z2orbifold,and has also been proposed in the Randall-Sundrum context in[20].The identification of y0and−y0essentially reproduces the original Randall-Sundrum model[2]with both an attractive and a repulsive brane(if one chooses k<0,then the attractive brane is the one located at y=0).From thefive-dimensional point of view, the y→−y Z2map is a parityflip.As we have mentioned above,however,this alone is not a good symmetry of the underlying type IIB theory.In order for this transformation to be compatible with the round-sphere compactification of the IIB theory,this Z2transformation must combine theflip in y with an orientation-reversing transformation[27]of the S5. For example,an allowable transformationflips all six of the coordinates transverse to the underlying D=10D3-brane.The net effect is to send m→−m as well as y→−y.This orientation reversal has important consequences for the supersymmetry transforma-tions(2.6),since the superpotential W alsoflips,W→−W,under these transformations. Actually,this is what one wants,because if the superpotential were to not toflip in this way,then all supersymmetries would be broken by the domain wall,and it would then no longer be BPS.To see this,consider for example theδλtransformation for the solution (3.12)with the linear harmonic function(3.14).By truncating out the squashing mode from(3.3),one arrives at the breathing mode superpotential:√√R5√W=。