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Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms

  • Bo Xing
  • Wen-Jing Gao

Part of the Intelligent Systems Reference Library book series (ISRL, volume 62)

Table of contents

  1. Front Matter
    Pages i-xxxix
  2. Introduction

    1. Front Matter
      Pages 1-1
    2. Bo Xing, Wen-Jing Gao
      Pages 3-17
  3. Biology-based CI Algorithms

    1. Front Matter
      Pages 19-19
    2. Bo Xing, Wen-Jing Gao
      Pages 21-38
    3. Bo Xing, Wen-Jing Gao
      Pages 39-44
    4. Bo Xing, Wen-Jing Gao
      Pages 45-80
    5. Bo Xing, Wen-Jing Gao
      Pages 81-91
    6. Bo Xing, Wen-Jing Gao
      Pages 93-104
    7. Bo Xing, Wen-Jing Gao
      Pages 105-121
    8. Bo Xing, Wen-Jing Gao
      Pages 123-137
    9. Bo Xing, Wen-Jing Gao
      Pages 139-155
    10. Bo Xing, Wen-Jing Gao
      Pages 157-165
    11. Bo Xing, Wen-Jing Gao
      Pages 167-170
    12. Bo Xing, Wen-Jing Gao
      Pages 171-176
    13. Bo Xing, Wen-Jing Gao
      Pages 177-181
    14. Bo Xing, Wen-Jing Gao
      Pages 183-201
    15. Bo Xing, Wen-Jing Gao
      Pages 203-209
    16. Bo Xing, Wen-Jing Gao
      Pages 211-216
    17. Bo Xing, Wen-Jing Gao
      Pages 217-317
  4. Physics-based CI Algorithms

    1. Front Matter
      Pages 319-319
    2. Bo Xing, Wen-Jing Gao
      Pages 321-331
    3. Bo Xing, Wen-Jing Gao
      Pages 333-337
    4. Bo Xing, Wen-Jing Gao
      Pages 339-346
    5. Bo Xing, Wen-Jing Gao
      Pages 347-354
    6. Bo Xing, Wen-Jing Gao
      Pages 355-364
    7. Bo Xing, Wen-Jing Gao
      Pages 365-373
    8. Bo Xing, Wen-Jing Gao
      Pages 375-414
  5. Chemistry-based CI Algorithms

    1. Front Matter
      Pages 415-415
    2. Bo Xing, Wen-Jing Gao
      Pages 417-428
    3. Bo Xing, Wen-Jing Gao
      Pages 429-437
  6. Mathematics-based CI Algorithms

    1. Front Matter
      Pages 439-439
    2. Bo Xing, Wen-Jing Gao
      Pages 441-444
    3. Bo Xing, Wen-Jing Gao
      Pages 445-448
  7. Back Matter
    Pages 449-451

About this book

Introduction

The present book Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms is compilation of recent trends in computational intelligence (CI) research using inspiration from various sources such as biology, physics, chemistry, and mathematics. Innovative CI, unlike its counterparts, i.e., highly developed and refined traditional CI, is a new CI category introduced in the present book. The major notable feature of this book is its innovation and comprehensiveness: 134 new paradigms of CI are covered and most of them are usually spread over a number of unrelated publishing directions. This book is useful to multidisciplinary students including such as aeronautic engineering, mechanical engineering, industrial engineering, electrical and electronic engineering, chemical engineering, computer science, applied mathematics, physics, economy, biology, and social science, particularly those pursuing postgraduate studies in advanced subjects. Moreover, the algorithms introduced in this book can motivate researchers to further develop more efficient and effective algorithms in dealing with many cutting-edge challenges that may sit on the periphery of their present fields of interest. Finally, practitioners can also use the models presented in this book as a starting point to solve and analyse specific real-world problems. The book is carefully written to achieve a good balance between the theoretical depth and the comprehensiveness of the innovative CI paradigms.

Keywords

Combinatorial Optimization Communication Evolution Nature-Inspired Algorithms Social Behaviour Swarm Intelligence

Authors and affiliations

  • Bo Xing
    • 1
  • Wen-Jing Gao
    • 2
  1. 1.Department of Mechanical and Aeronautical EngineeringUniversity of Pretoria, Faculty of Engineering, Built Environment and Information TechnologyPretoriaSouth Africa
  2. 2.Department of New Product DevelopmentMeiyuan Mould Design and Manufacturing Co., LtdXianghePeople's Republic of China

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-03404-1
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-03403-4
  • Online ISBN 978-3-319-03404-1
  • Series Print ISSN 1868-4394
  • Series Online ISSN 1868-4408
  • Buy this book on publisher's site