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component
1
Construct PTAS
For each partition P(a,a), construct C(a) as follows: 1. In each cell, construct MCDS for each connected
component in the inner area. 2. Connect those minimum connected dominating sets with a part of 8-approximation lying in boundary area. Choose smallest C(a) for a = 0, h+1, 2(h+1), ….
Existence of 8-approximation
1. There exists (1+ε)-approximation for minimum dominating set in unit disk graph.
2. We can reduce one connected component with two nodes.
ห้องสมุดไป่ตู้
Solution S(x) associated with P(x)
For each cell, construct minimum cover. S(x) is the union of those minimum covers.
Suppose n points are distributed into k cells containing n1, …, nk points, respectively. Then computing S(x) takes time
• Theorem This problem has PTAS.
Connected Dominating Set in Unit Disk Graph
• Given a unit disk graph G, find a minimum connected dominating set in G.
O(a 2)
O(a 2)
O(a 2)
O(a 2)
n1 + n2 + ···+ nk < n
Approximation Algorithm
For x=0, -2, …, -(a-2), compute S(x). Choose minimum one from S(0), S(-2), …, S(-a+2).
Running time is n.O(1/ε 2 )
Unit disk graph
<1
Dominating set in unit disk graph
• Given a unit disk graph, find a dominating set with the minimum cardinality.
Theorem There is a PTAS for connected dominating set in unit disk graph.
central area
h+1 h
Boundary area
Why overlapping?
cds for G
cds for each
connected
add some disks and estimate how many added disks.
Added Disks
Count twice
Count four times
2
Shifting
2
Estimate # of added disks
Shifting
Estimate # of added disks
< 3 opt
where opt is # of disk in a minimum cover. There is a x such that
# of added disks for P(x) < (6/a) opt.
Performance Ratio
P.R. < 1 + 6/a < 1 + ε when we choose a = 6 ⌠1/ε .
Vertical strips Each disk appears once.
Estimate # of added disks
Horizontal strips Each disk appears once.
Estimate # of added disks
# of added disks for P(0) + # of added disks for P(-2) + ··· + # of added disks for P(-a+2)
Analysis
• Consider a minimum cover. • Modify it to satisfy the restriction, i.e.,
a union of disk covers each for a cell. • To do such a modification, we need to
a
(x,x)
Partition P(x)
Construct Minimum Unit Disk Cover in Each Cell
Each square with edge length
1/√2 can be covered by a unit
disk.
1/√2
Hence, each cell can be covered
Chapter 4 Partition
(1) Shifting
Ding-Zhu Du
Disk Covering
• Given a set of n points in the Euclidean plane, find the minimum number of unit disks to cover the n given points.
By at most a 2 2disks.
Suppose a cell contains ni points. Then there are ni(ni-1) possible positions for each disk.
Minimum cover can be computed In time nOi (a2 )
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