Genetic Programming

Genetic Programming Theory and Practice III

Editors: Yu, Tina, Riolo, Rick, Worzel, Bill (Eds.)

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About this book

Genetic Programming Theory and Practice III explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). This contributed volume was developed from the third workshop at the University of Michigan’s Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to this rapidly advancing field. The text provides a cohesive view of the issues facing both practitioners and theoreticians and examines the synergy between GP theory and application.

The foremost international researchers and practitioners in the GP arena contributed to the volume, discussing such topics as:

  • techniques to enhance GP capabilities with real-world applications and real-world application success stories from a variety of domains, including chemical and process control, informatics, and circuit design
  • visualization models to understand GP processing and
  • open challenges facing the community and potential research directions

Genetic Programming Theory and Practice III provides the most recent developments in GP theory, practice, and the integration of theory and practice. This text, the result of an extensive dialog between GP theoreticians and practitioners, is a unique and indispensable tool for both academics and industry professionals interested in the GP realm.

Table of contents (3 chapters)

  • Automated Design of a Previously Patented Aspherical Optical Lens System by Means of Genetic Programming

    Lee W. Jones, Sameer H. Al-Sakran, John R. Koza

    Pages 33-48

  • The Effects of Size and Depth Limits on Tree Based Genetic Programming

    Ellery Fussell Crane, Nicholas Freitag McPhee

    Pages 223-240

  • Application Issues of Genetic Programming in Industry

    Arthur Kordon, Flor Castillo, Guido Smits, Mark Kotanchek

    Pages 241-258

Buy this book

eBook $149.00
price for USA
  • ISBN 978-0-387-28111-7
  • 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 978-0-387-28110-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • ISBN 978-1-4419-3921-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Genetic Programming Theory and Practice III
Editors
  • Tina Yu
  • Rick Riolo
  • Bill Worzel
Series Title
Genetic Programming
Series Volume
9
Copyright
2006
Publisher
Springer US
Copyright Holder
Springer-Verlag US
eBook ISBN
978-0-387-28111-7
DOI
10.1007/0-387-28111-8
Hardcover ISBN
978-0-387-28110-0
Softcover ISBN
978-1-4419-3921-0
Series ISSN
1566-7863
Edition Number
1
Number of Pages
XVI, 310
Topics