Advances of Evolutionary Computation: Methods and Operators

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.

List of contents

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

Summary

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.

Product details

• Authors: Eri Cuevas, Erik Cuevas, Erik Valdemar Cuevas Jimenez, Margarita Díaz Cortes, Margarita Díaz Cortés, Margarita Arimate Díaz Cortés, Margarita Arimatea Díaz Cortés, Oliva, Diego Oliva Navarro, Diego Alberto Oliva Navarro
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.01.2016
• EAN: 9783319285023
• ISBN: 978-3-31-928502-3
• No. of pages: 202
• Dimensions: 164 mm x 241 mm x 19 mm
• Weight: 438 g
• Illustrations: XIV, 202 p. 48 illus., 5 illus. in color.
• Series: Studies in Computational Intelligence; Studies in Computational Intelligence
• Subjects: Natural sciences, medicine, IT, technology > Technology > General, dictionaries; B, Artificial Intelligence, engineering, Computational Intelligence