4.3 Article

Pipage rounding: A new method of constructing algorithms with proven performance guarantee

Journal

JOURNAL OF COMBINATORIAL OPTIMIZATION
Volume 8, Issue 3, Pages 307-328

Publisher

SPRINGER
DOI: 10.1023/B:JOCO.0000038913.96607.c2

Keywords

approximation algorithm; performance guarantee; linear relaxation; rounding technique; maximum coverage; max cut

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The paper presents a general method of designing constant-factor approximation algorithms for some discrete optimization problems with assignment-type constraints. The core of the method is a simple deterministic procedure of rounding of linear relaxations ( referred to as pipage rounding). With the help of the method we design approximation algorithms with better performance guarantees for some well-known problems including MAXIMUM COVERAGE, MAX CUT with given sizes of parts and some of their generalizations.

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