Evolutionary computation in stochastic environments
This book develops efficient methods for the application of Evolutionary Algorithms on stochastic problems. To achieve this, procedures for statistical selection are systematically analyzed with respect to different measures and significantly improved. It is shown how to adapt one of the best proced...
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| Format: | Book Chapter |
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KIT Scientific Publishing
2007
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| Online Access: | Get Fullteks DOAB: description of the publication |
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| LEADER | 01552naaaa2200301uu 4500 | ||
|---|---|---|---|
| 001 | doab_20_500_12854_47148 | ||
| 005 | 20210211 | ||
| 020 | |a KSP/1000006634 | ||
| 020 | |a 9783866441286 | ||
| 024 | 7 | |a 10.5445/KSP/1000006634 |c doi | |
| 041 | 0 | |a English | |
| 042 | |a dc | ||
| 100 | 1 | |a Schmidt, Christian |4 auth | |
| 245 | 1 | 0 | |a Evolutionary computation in stochastic environments |
| 260 | |b KIT Scientific Publishing |c 2007 | ||
| 300 | |a 1 electronic resource (VII, 128 p. p.) | ||
| 506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
| 520 | |a This book develops efficient methods for the application of Evolutionary Algorithms on stochastic problems. To achieve this, procedures for statistical selection are systematically analyzed with respect to different measures and significantly improved. It is shown how to adapt one of the best procedures for the needs of Evolutionary Algorithms and Evolutionary operators for efficient implementation in stochastic environments are identified. | ||
| 540 | |a Creative Commons |f https://creativecommons.org/licenses/by-nc-nd/4.0/ |2 cc |4 https://creativecommons.org/licenses/by-nc-nd/4.0/ | ||
| 546 | |a English | ||
| 653 | |a Evolutionary Algorithm | ||
| 653 | |a Uncertainty | ||
| 653 | |a Simulation based optimization | ||
| 653 | |a Bayes | ||
| 653 | |a Ranking & Selection | ||
| 653 | |a Genetic Algorithms | ||
| 856 | 4 | 0 | |a www.oapen.org |u https://www.ksp.kit.edu/9783866441286 |7 0 |z Get Fullteks |
| 856 | 4 | 0 | |a www.oapen.org |u https://directory.doabooks.org/handle/20.500.12854/47148 |7 0 |z DOAB: description of the publication |