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Pipage Rounding: A New Method of Constructing Algorithms with Proven Performance Guarantee
Authors:A.A. Ageev  M.I. Sviridenko
Affiliation:(1) Sobolev Institute of Mathematics, pr. Koptyuga 4, 630090 Novosibirsk, Russia;(2) IBM T.J. Watson Research Center, P.O. Box, 218, Yorktown Heights, NY
Abstract: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.
Keywords:approximation algorithm  performance guarantee  linear relaxation  rounding technique  maximum coverage  max cut
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