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Advances of Evolutionary Computation: Methods and Operators

  • Erik Cuevas
  • Margarita Arimatea Díaz Cortés
  • Diego Alberto Oliva Navarro

Part of the Studies in Computational Intelligence book series (SCI, volume 629)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro
    Pages 1-8
  3. Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro
    Pages 9-33
  4. Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro
    Pages 35-54
  5. Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro
    Pages 55-81
  6. Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro
    Pages 83-100
  7. Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro
    Pages 101-120
  8. Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro
    Pages 121-152
  9. Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro
    Pages 153-174
  10. Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro
    Pages 175-202

About this book

Introduction

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.

Keywords

Computational Intelligence Evolutionary Computation Swarm algorithms Metaheuristics Artificial Intelligence

Authors and affiliations

  • Erik Cuevas
    • 1
  • Margarita Arimatea Díaz Cortés
    • 2
  • Diego Alberto Oliva Navarro
    • 3
  1. 1.Departamento de Electrónica, CUCEIUniversidad de GuadalajaraGuadalajaraMexico
  2. 2.Institut für InformatikFreie Universität BerlinBerlinGermany
  3. 3.Tecnológico de MonterreyCampus GuadalajaraZapopanMexico

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-28503-0
  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-28502-3
  • Online ISBN 978-3-319-28503-0
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • Buy this book on publisher's site
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