CONSTRAINT PROGRAMMING AND GENETIC ALGORITHM

The following sections are included: Introduction Constraint Programming Working principle Example Features of CP Determination of multiple optimal solutions Determination of pareto fronts along with multiple realizations Comparison of CP and GA Case Studies Single objective optimization: Job shop s...

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Bibliographic Details
Published in:Stochastic Global Optimization pp. 619 - 675
Main Authors: Kotecha, Prakash R., Bhushan, Mani, Gudi, Ravindra D.
Format: Book Chapter
Language:English
Published: WORLD SCIENTIFIC 01.06.2010
ISBN:9789814299213, 9789814465434, 9814299200, 9814299219, 9814465437, 9789814299206
Online Access:Get full text
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Summary:The following sections are included: Introduction Constraint Programming Working principle Example Features of CP Determination of multiple optimal solutions Determination of pareto fronts along with multiple realizations Comparison of CP and GA Case Studies Single objective optimization: Job shop scheduling Problem definition CP formulation GA implementation Data Results Multi-objective optimization Problem definition CP formulation GA implementation Data Results Conclusions References Appendix I Scheduling Data for Case Study Appendix II The Data for Case Study
ISBN:9789814299213
9789814465434
9814299200
9814299219
9814465437
9789814299206
DOI:10.1142/9789814299213_0018