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Dual Phase Evolution

  • Book
  • © 2014

Overview

Authors:
  1. David G. Green

    1. Faculty of Information Technology, Monash University Ctr. for Research on Intelligent Systems, Clayton, Australia

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  2. Jing Liu

    1. Xidian University, Xi'an, People's Republic of China

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  3. Hussein A. Abbass

    1. School of Eng. and Information Tech. Australian Defence Force Academy, University of New South Wales, Canberra, Australia

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  • Provides efficient Computational Problem Solving Techniques that require small computer memory

  • Offers a thorough computational approach to the problem

  • Provides the pseudo code for all computational methods used in the book so readers can adopt the code in their own problems

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Table of contents (7 chapters)

  1. Front Matter

    Pages i-xxvi
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  2. Dual Phase Evolution: An Introduction

    1. Front Matter

      Pages 1-1
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    2. Dual-Phase Evolution

      • David G. Green, Jing Liu, Hussein A. Abbass
      Pages 3-40

  3. Basics of Networks and Problem Solving

    1. Front Matter

      Pages 41-41
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    2. Network Theory

      • David G. Green, Jing Liu, Hussein A. Abbass
      Pages 43-67

    3. Problem Solving and Evolutionary Computation

      • David G. Green, Jing Liu, Hussein A. Abbass
      Pages 69-109

  4. Dual Phase Evolution for Network Generation and Problem Solving

    1. Front Matter

      Pages 111-111
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    2. DPE for Network Generation

      • David G. Green, Jing Liu, Hussein A. Abbass
      Pages 113-141

    3. DPE Networks and Evolutionary Dynamics

      • David G. Green, Jing Liu, Hussein A. Abbass
      Pages 143-160

    4. DPE for Problem Solving

      • David G. Green, Jing Liu, Hussein A. Abbass
      Pages 161-184

    5. Conclusion and Future Work

      • David G. Green, Jing Liu, Hussein A. Abbass
      Pages 185-186

  5. Back Matter

    Pages 187-196
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Keywords

About this book

The aim of the book is to lay out the foundations and provide a detailed treatment of the subject. It will focus on two main elements in dual phase evolution: the relationship between dual phase evolution and other phase transition phenomena and the advantages of dual phase evolution in evolutionary computation and complex adaptive systems. The book will provide a coherent picture of dual phase evolution that encompasses these two elements and frameworks, methods and techniques to use this concept for problem solving.

Authors and Affiliations

  • Faculty of Information Technology, Monash University Ctr. for Research on Intelligent Systems, Clayton, Australia

    David G. Green

  • Xidian University, Xi'an, People's Republic of China

    Jing Liu

  • School of Eng. and Information Tech. Australian Defence Force Academy, University of New South Wales, Canberra, Australia

    Hussein A. Abbass

Bibliographic Information

  • Book Title: Dual Phase Evolution

  • Authors: David G. Green, Jing Liu, Hussein A. Abbass

  • DOI: https://doi.org/10.1007/978-1-4419-8423-4

  • Publisher: Springer New York, NY

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Science+Business Media New York 2014

  • Hardcover ISBN: 978-1-4419-8422-7Published: 13 November 2013

  • Softcover ISBN: 978-1-4939-4182-7Published: 23 August 2016

  • eBook ISBN: 978-1-4419-8423-4Published: 12 November 2013

  • Edition Number: 1

  • Number of Pages: XXVI, 196

  • Number of Illustrations: 54 b/w illustrations, 15 illustrations in colour

  • Topics: Mathematical and Computational Engineering, Complexity, Computer Systems Organization and Communication Networks

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