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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| Vydáno v: | Stochastic Global Optimization s. 619 - 675 |
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| Hlavní autoři: | , , |
| Médium: | Kapitola |
| Jazyk: | angličtina |
| Vydáno: |
WORLD SCIENTIFIC
01.06.2010
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| ISBN: | 9789814299213, 9789814465434, 9814299200, 9814299219, 9814465437, 9789814299206 |
| On-line přístup: | Získat plný text |
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| Shrnutí: | 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 |
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| ISBN: | 9789814299213 9789814465434 9814299200 9814299219 9814465437 9789814299206 |
| DOI: | 10.1142/9789814299213_0018 |