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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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
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Abstract 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
AbstractList 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
Author Kotecha, Prakash R.
Gudi, Ravindra D.
Bhushan, Mani
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  givenname: Mani
  surname: Bhushan
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  organization: Department of Chemical Engineering, Indian Institute of Technology Bombay, Powai, Mumbai-400 076
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  givenname: Ravindra D.
  surname: Gudi
  fullname: Gudi, Ravindra D.
  email: ravigudi@iitb.ac.in
  organization: Department of Chemical Engineering, Indian Institute of Technology Bombay, Powai, Mumbai-400 076
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