Genetic algorithm for constrained global optimization in continuous variables
We present a stochastic global optimization algorithm, referred to as a Genetic Algorithm (GA), for solving constrained optimization problems over a compact search domain. It is a real-coded GA that converges in probability to the optimal solution. The constraints are treated through a repair operat...
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th-cmuir.6653943832-49232014-08-30T02:55:57Z Genetic algorithm for constrained global optimization in continuous variables Bunnag D. Sun M. We present a stochastic global optimization algorithm, referred to as a Genetic Algorithm (GA), for solving constrained optimization problems over a compact search domain. It is a real-coded GA that converges in probability to the optimal solution. The constraints are treated through a repair operator. A specific repair operator is included for linear inequality constraints. © 2005 Elsevier Inc. All rights reserved. 2014-08-30T02:55:57Z 2014-08-30T02:55:57Z 2005 Article 00963003 10.1016/j.amc.2005.01.075 AMHCB http://www.scopus.com/inward/record.url?eid=2-s2.0-28544431906&partnerID=40&md5=5ccb67a28e9ba11a4edbd9793b272221 http://cmuir.cmu.ac.th/handle/6653943832/4923 English |
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Chiang Mai University |
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Chiang Mai University Library |
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Thailand |
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CMU Intellectual Repository |
| language |
English |
| description |
We present a stochastic global optimization algorithm, referred to as a Genetic Algorithm (GA), for solving constrained optimization problems over a compact search domain. It is a real-coded GA that converges in probability to the optimal solution. The constraints are treated through a repair operator. A specific repair operator is included for linear inequality constraints. © 2005 Elsevier Inc. All rights reserved. |
| format |
Article |
| author |
Bunnag D. Sun M. |
| spellingShingle |
Bunnag D. Sun M. Genetic algorithm for constrained global optimization in continuous variables |
| author_facet |
Bunnag D. Sun M. |
| author_sort |
Bunnag D. |
| title |
Genetic algorithm for constrained global optimization in continuous variables |
| title_short |
Genetic algorithm for constrained global optimization in continuous variables |
| title_full |
Genetic algorithm for constrained global optimization in continuous variables |
| title_fullStr |
Genetic algorithm for constrained global optimization in continuous variables |
| title_full_unstemmed |
Genetic algorithm for constrained global optimization in continuous variables |
| title_sort |
genetic algorithm for constrained global optimization in continuous variables |
| publishDate |
2014 |
| url |
http://www.scopus.com/inward/record.url?eid=2-s2.0-28544431906&partnerID=40&md5=5ccb67a28e9ba11a4edbd9793b272221 http://cmuir.cmu.ac.th/handle/6653943832/4923 |
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1681420328314601472 |