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

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

Hardcover

ISBN 10: 3319285025 ISBN 13: 9783319285023

Verlag: Springer, 2016

Inhaltsangabe

<P>THE GOAL OF THIS BOOK IS TO PRESENT ADVANCES THAT DISCUSS ALTERNATIVE EVOLUTIONARY COMPUTATION (EC) DEVELOPMENTS AND NON-CONVENTIONAL OPERATORS WHICH HAVE PROVED TO BE EFFECTIVE IN THE SOLUTION OF SEVERAL COMPLEX PROBLEMS. THE BOOK HAS BEEN STRUCTURED SO THAT EACH CHAPTER CAN BE READ INDEPENDENTLY FROM THE OTHERS. THE BOOK CONTAINS NINE CHAPTERS WITH THE 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.</P>

Über diesen Titel

Reseña del editor

The goal of this book is to present advances that discuss alternative Evolutionary Computation (EC) developments and non-conventional operators which have proved to be effective in the solution of several complex problems. The book has been structured so that each chapter can be read independently from the others. The book contains nine chapters with the 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.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2016
• ISBN 10: 3319285025
• ISBN 13: 9783319285023
• Einband: Tapa dura
• Sprache: Englisch
• Auflage: 1
• Anzahl der Seiten: 218