Skip to main content
  • Book
  • © 2006

Genetic Programming Theory and Practice III

  • Provides researchers and industry professionals with the most recent developments in Genetic Programming theory and practice
  • Contributions by GP theorists from major universities and active practitioners from industries examine how GP theory informs practice and how GP practice impacts GP theory
  • Applications include chemical process control, informatics, and circuit design, to name a few
  • Includes supplementary material: sn.pub/extras

Part of the book series: Genetic Programming (GPEM, volume 9)

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

This is a preview of subscription content, log in via an institution to check for access.

Table of contents (19 chapters)

  1. Front Matter

    Pages i-xv
  2. Genetic Programming: Theory and Practice

    • Tina Yu, Rick Riolo, Bill Worzel
    Pages 1-14
  3. Evolving Swarming Agents in Real Time

    • H. Van Dyke Parunak
    Pages 15-32
  4. Discrimination of Unexploded Ordnance from Clutter Using Linear Genetic Programming

    • Frank D. Francone, Larry M. Deschaine, Tom Battenhouse, Jeffrey J. Warren
    Pages 49-64
  5. Rapid Re-Evolution of an X-Band Antenna for Nasa’s Space Technology 5 Mission

    • Jason D. Lohn, Gregory S. Hornby, Derek S. Linden
    Pages 65-78
  6. Variable Selection in Industrial Datasets Using Pareto Genetic Programming

    • Guido Smits, Arthur Kordon, Katherine Vladislavleva, Elsa Jordaan, Mark Kotanchek
    Pages 79-92
  7. Trivial Geography in Genetic Programming

    • Lee Spector, Jon Klein
    Pages 109-123
  8. Running Genetic Programming Backwards

    • Riccardo Poli, William B. Langdon
    Pages 125-140
  9. An Examination of Simultaneous Evolution of Grammars and Solutions

    • R. Muhammad Atif Azad, Conor Ryan
    Pages 141-158
  10. The Importance of Local Search

    • Tuan Hao Hoang, Xuan Nguyen, R I McKay, Daryl Essam
    Pages 159-175
  11. Content Diversity in Genetic Programming and Its Correlation with Fitness

    • A. Almal, W. P. Worzel, E. A. Wollesen, C. D. MacLean
    Pages 177-190
  12. Genetic Programming Inside a Cell

    • Christian Jacob, Ian Burleigh
    Pages 191-206
  13. Evolution on Neutral Networks in Genetic Programming

    • Wolfgang Banzhaf, Andre Leier
    Pages 207-221
  14. The Effects of Size and Depth Limits on Tree Based Genetic Programming

    • Ellery Fussell Crane, Nicholas Freitag McPhee
    Pages 223-240
  15. Application Issues of Genetic Programming in Industry

    • Arthur Kordon, Flor Castillo, Guido Smits, Mark Kotanchek
    Pages 241-258

About this book

Genetic Programming Theory and Practice III provides both researchers and industry professionals with the most recent developments in GP theory and practice by exploring the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The contributions developed from a third workshop at the University of Michigan's Center for the Study of Complex Systems, where leading international genetic programming theorists from major universities and active practitioners from leading industries and businesses meet to examine and challenge how GP theory informs practice and how GP practice impacts GP theory. Applications are from a wide range of domains, including chemical process control, informatics, and circuit design, to name a few.

Editors and Affiliations

  • Chevron Information Technology Company, USA

    Tina Yu

  • Center for the Study of Complex Systems, University of Michigan, USA

    Rick Riolo

  • Genetics Squared, Inc., USA

    Bill Worzel

Bibliographic Information

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access