Advanced Information and Knowledge Processing

Evolutionary Multiobjective Optimization

Theoretical Advances and Applications

Editors: Abraham, Ajith, Goldberg, Robert (Eds.)

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eBook $149.00
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  • ISBN 978-1-84628-137-2
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Hardcover $189.00
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  • ISBN 978-1-85233-787-2
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  • ISBN 978-1-84996-916-1
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About this book

Evolutionary Multiobjective Optimization is a rare collection of the latest state-of-the-art theoretical research, design challenges and applications in the field of multiobjective optimization paradigms using evolutionary algorithms. It includes two introductory chapters giving all the fundamental definitions, several complex test functions and a practical problem involving the multiobjective optimization of space structures under static and seismic loading conditions used to illustrate the various multiobjective optimization concepts.

Important features include:

  • Detailed overview of all the multiobjective optimization paradigms using evolutionary algorithms
  • Excellent coverage of timely, advanced multiobjective optimization topics
  • State-of-the-art theoretical research and application developments
  • Chapters authored by pioneers in the field

Academics and industrial scientists as well as engineers engaged in research, development and application of evolutionary algorithm based Multiobjective Optimization will find the comprehensive coverage of this book invaluable.

Table of contents (6 chapters)

  • Evolutionary Multiobjective Optimization

    Ajith Abraham, Lakhmi Jain

    Pages 1-6

  • Recent Trends in Evolutionary Multiobjective Optimization

    Carlos A. Coello Coello

    Pages 7-32

  • Self-adaptation and Convergence of Multiobjective Evolutionary Algorithms in Continuous Search Spaces

    Marco Laumanns

    Pages 33-53

  • A Simple Approach to Evolutionary Multiobjective Optimization

    Christine L. Mumford-Valenzuela

    Pages 55-79

  • Quad-trees: A Data Structure for Storing Pareto Sets in Multiobjective Evolutionary Algorithms with Elitism

    Sanaz Mostaghim, Jürgen Teich

    Pages 81-104

Buy this book

eBook $149.00
price for USA
  • ISBN 978-1-84628-137-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Download immediately after purchase
Hardcover $189.00
price for USA
  • ISBN 978-1-85233-787-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • ISBN 978-1-84996-916-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Evolutionary Multiobjective Optimization
Book Subtitle
Theoretical Advances and Applications
Editors
  • Ajith Abraham
  • Robert Goldberg
Series Title
Advanced Information and Knowledge Processing
Copyright
2005
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
eBook ISBN
978-1-84628-137-2
DOI
10.1007/1-84628-137-7
Hardcover ISBN
978-1-85233-787-2
Softcover ISBN
978-1-84996-916-1
Series ISSN
1610-3947
Edition Number
1
Number of Pages
XVIII, 302
Topics