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학술논문한국경영과학회지2015.08 발행KCI 피인용 2

Computational Study of Cutting Planes for a Lot-Sizing Problem in Branch-and-Cut Algorithm

Computational Study of Cutting Planes for a Lot-Sizing Problem in Branch-and-Cut Algorithm

정광헌(홍익대학교)

40권 3호, 23~38쪽

초록

In this paper, we evaluate the strength of three families of cutting planes for a lot-sizing problem. Lot-sizing problem is very basic MIP model for production planning and many strong valid inequalities have been developed for a variety of relaxations in the literature. To use three families of cutting planes in Branch-and-Cut framework, we develop separation algorithms for each cut and implement them in CPLEX. Then, we perform computational study to compare the effectiveness of three cuts for randomly generated instances of the lot-sizing problem.

Abstract

In this paper, we evaluate the strength of three families of cutting planes for a lot-sizing problem. Lot-sizing problem is very basic MIP model for production planning and many strong valid inequalities have been developed for a variety of relaxations in the literature. To use three families of cutting planes in Branch-and-Cut framework, we develop separation algorithms for each cut and implement them in CPLEX. Then, we perform computational study to compare the effectiveness of three cuts for randomly generated instances of the lot-sizing problem.

발행기관:
한국경영과학회
DOI:
http://dx.doi.org/10.7737/JKORMS.2015.40.3.023
분류:
경영학

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Computational Study of Cutting Planes for a Lot-Sizing Problem in Branch-and-Cut Algorithm | 한국경영과학회지 2015 | AskLaw | 애스크로 AI