Advances of Evolutionary Computation: Methods and Operators: 629 (Studies in Computational Intelligence) - Hardcover

Oliva Navarro, Diego Alberto; Cuevas, Erik; Díaz Cortés, Margarita Arimatea

 
9783319285023: Advances of Evolutionary Computation: Methods and Operators: 629 (Studies in Computational Intelligence)

Inhaltsangabe

The goal of this book is topresent advances that discuss alternative Evolutionary Computation (EC) developmentsand non-conventional operators which have proved to be effective in the solutionof several complex problems. The book has been structured so that each chaptercan be read independently from the others. The book contains nine chapters withthe following themes: 1) Introduction, 2) the Social Spider Optimization (SSO),3) the States of Matter Search (SMS), 4) the collective animal behavior (CAB)algorithm, 5) the Allostatic Optimization (AO) method, 6) the Locust Search(LS) algorithm, 7) the Adaptive Population with Reduced Evaluations (APRE)method, 8) the multimodal CAB, 9) the constrained SSO method.

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The goal of this book is topresent advances that discuss alternative Evolutionary Computation (EC) developmentsand non-conventional operators which have proved to be e?ective in the solutionof several complex problems. The book has been structured so that each chaptercan be read independently from the others. The book contains nine chapters withthe following themes: 1) Introduction, 2) the Social Spider Optimization (SSO),3) the States of Matter Search (SMS), 4) the collective animal behavior (CAB)algorithm, 5) the Allostatic Optimization (AO) method, 6) the Locust Search(LS) algorithm, 7) the Adaptive Population with Reduced Evaluations (APRE)method, 8) the multimodal CAB, 9) the constrained SSO method.

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9783319803661: Advances of Evolutionary Computation: Methods and Operators: 629 (Studies in Computational Intelligence)

Vorgestellte Ausgabe

ISBN 10:  3319803662 ISBN 13:  9783319803661
Verlag: Springer, 2018
Softcover