Advances of Evolutionary Computation: Methods and Operators

Erik Cuevas

ISBN 10: 3319285025 / ISBN 13: 9783319285023

Edité par Springer International Publishing, 2016

A propos de cet article

Druck auf Anfrage Neuware - Printed after ordering - 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.

N° de réf. du vendeur 9783319285023

Détails bibliographiques

• Titre: Advances of Evolutionary Computation: Methods and Operators
• Éditeur: Springer International Publishing
• Date de parution: 2016
• Langue: anglais
• ISBN à 10 chiffres: 3319285025
• ISBN à 13 chiffres: 9783319285023
• Reliure: Buch
• État de l'article: Neu

A propos de ce titre

Synopsis

Introduction.- A Swarm Global Optimization Algorithm Inspired in the Behavior of the Social-spider.-A States of Matter Algorithm for Global Optimization.- An Algorithm for Global Optimization Inspired by Collective Animal Behavior.- A Bio-inspired Evolutionary Algorithm: Allostatic Optimization.- Optimization Based on the Behavior of Locust Swarms.