A genetic algorithm for the capacitated lot sizing problem with setup times.

Chen, Jiayi. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2009. / Includes bibliographical references (p. 86-94). / Abstract also in Chinese. / Abstract --- p.i / Acknowledgement --- p.iv / Introduction --- p.1 / Chapter 1.1 --- Introduction to the Capacitated Lot Sizing (CLS )problem --- p.1 / Chapter 1.2 --- Our contributions --- p.2 / Chapter 1.3 --- Organization of the thesis --- p.4 / Literature Review --- p.5 / Chapter 2.1 --- Research in CLS problem --- p.5 / Chapter 2.1.1 --- Reviews in CLS problems --- p.8 / Chapter 2.1.2 --- Approaches and methods to solve the traditional CLS problems --- p.9 / Chapter 2.1.3 --- Research on Fixed-Charge-Transportation-typed models for CLS problems --- p.13 / Chapter 2.2 --- Research in Genetic Algorithm (GA) --- p.15 / Chapter 2.3 --- Conclusion --- p.17 / Problem Description and Formulation --- p.18 / Chapter 3.1 --- The formulation --- p.18 / Chapter 3.2 --- Comparison with the traditional formulation --- p.24 / Chapter 3.3 --- Conclusion --- p.28 / Description of the Heuristic --- p.29 / Chapter 4.1 --- Initialization --- p.32 / Chapter 4.1.1 --- Setup string generation --- p.32 / Chapter 4.1.2 --- Transportation problem --- p.35 / Chapter 4.1.3 --- Consistency test --- p.47 / Chapter 4.2 --- Selection --- p.50 / Chapter 4.3 --- Crossover --- p.50 / Chapter 4.4 --- Mutation --- p.52 / Chapter 4.5 --- Evaluation --- p.53 / Chapter 4.6 --- Termination --- p.54 / Chapter 4.7 --- Conclusion --- p.54 / Design of Experiments and Computational Results --- p.56 / Chapter 5.1 --- Design of experiments --- p.57 / Chapter 5.2 --- Discussion of lower bound procedures --- p.63 / Chapter 5.3 --- Computational results --- p.65 / Chapter 5.3.1 --- CLS problems with setup times --- p.65 / Chapter 5.3.2 --- CLS problems without setup times --- p.77 / Chapter 5.4 --- Conclusion --- p.82 / Conclusion --- p.83 / Bibliography --- p.86

Identiferoai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_326795
Date January 2009
ContributorsChen, Jiayi., Chinese University of Hong Kong Graduate School. Division of Systems Engineering and Engineering Management.
Source SetsThe Chinese University of Hong Kong
LanguageEnglish, Chinese
Detected LanguageEnglish
TypeText, bibliography
Formatprint, ix, 94 p. : ill. ; 30 cm.
RightsUse of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/)

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