Advances in evolutionary algorithms : theory, design and practice
著者
書誌事項
Advances in evolutionary algorithms : theory, design and practice
(Studies in computational intelligence, v. 18)
Springer, c2006
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注記
Includes bibliographical references (p. [159]-166) and index
内容説明・目次
内容説明
Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. This book provides effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms.
目次
Practical Genetic Algorithms.- Real-World Application: Routing Problem.- Elitist Compact Genetic Algorithms.- Real-coded Bayesian Optimization Algorithm.- Multiobjective Real-coded Bayesian Optimization Algorithm.- Conclusions.
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