Lecture1Multivariablecalculus:1讲多变量微积分
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INTEGRATION WORKSHOP,AUGUST4–8,2006
CALCULUS
1.Lecture1:Multivariable calculus:
1.1.Differentiation.
•Derivative,local linearization Jacobian,chain rule
•Directional derivative,gradient in terms of partial derivatives •Mean value theorem
•Higher derivatives,multi-dimensional Taylor’s formula.
•Implicit functions,”solving”multidimensional equations and
inverse function theorem
•Optimization and Lagrange multipliers.
1.2.Integration.
•Multidimensional Riemann integrals,evaluation as an iterated
integral.
•Vectorfields on R n,associated differential operators and ODEs.
•div,grad and curl.Fundamental theorem of calculus,Stokes’,
Green’s and Gauss’(divergence)theorems.
2.Lecture2:Analysis
2.1.Basic notions.
•Metric spaces,convergence of sequences and topology.
•Norms on vector spaces.
2.2.Analysis on R.
•Completeness of R,least upper bound property.
•sequences and series,liminf and limsup,limit points,conver-
gence tests,absolute and conditional convergence,rearrange-
ments of series.
•countable and uncountable sets,
•Separability of R,analysis through approximation by rationals •Open and closed sets in R,the Borel sigma algebra
1
2CALCULUS
2.3.Analysis of real valued functions.
•real valued functions,upper and lower envelopes,semicontinu-
ity and continuity.
•sequences and series of functions.
•Pointwise and uniform convergence,L∞norm and completeness
of C([0,1]).
•When can we interchange the order of limiting processes?Dif-
ferentiation and integration of a series of functions.
•Stone-Weierstrass theorem and approximation of continuous
functions by”rational”polynomials through uniform conver-
gence in C([0,1]).
3.Lecture3:Some applications
plex analysis.
•Power series,radius of convergence.
•smooth non-analytic real valued functions.
•Analytic(holomorphic)functions,Cauchy-Riemann equations
and conformal mappings.
•Contour integrals,Cauchy’s theorem and the Cauchy formula,
comparison with Taylor’s formula.
•Meromorphic functions and poles,Laurent series.
•Evaluating contour integrals using residues,applications.
3.2.Differential equations.
•First order ODEs=Dynamical systems,initial value problem •Autonomous and non-autonomous systems
•Linear systems,fundamental matrix
•Gronwall’s inequality,uniqueness of solutions
•Existence of solutions(Picard iteration)
•Phase plane analysis
•fixed points and stability.