Genetic Programming

Genetic Programming Theory and Practice II

Editors: O'Reilly, U.-M., Yu, T., Riolo, R., Worzel, B. (Eds.)

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About this book

This volume explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The contributions developed from a second 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 met to examine how GP theory informs practice and how GP practice impacts GP theory. Chapters include such topics as financial trading rules, industrial statistical model building, population sizing, the roles of structure in problem solving by computer, stock picking, automated design of industrial-strength analog circuits, topological synthesis of robust systems, algorithmic chemistry, supply chain reordering policies, post docking filtering, an evolved antenna for a NASA mission and incident detection on highways.

Table of contents (7 chapters)

  • Genetic Programming: Theory and Practice

    Una-May O’Reilly, Tina Yu, Rick Riolo, et al.

    Pages 1-10

  • Discovering Financial Technical Trading Rules Using Genetic Programming with Lambda Abstraction

    Tina Yu, Shu-Heng Chen, Tzu-Wen Kuo

    Pages 11-30

  • Using Genetic Programming in Industrial Statistical Model Building

    Flor Castillo, Arthur Kordon, Jeff Sweeney, Wayne Zirk

    Pages 31-48

  • Lessons Learned Using Genetic Programming in a Stock Picking Context

    Michael Caplan, Ying Becker

    Pages 87-102

  • Topological Synthesis of Robust Dynamic Systems by Sustainable Genetic Programming

    Jianjun Hu, Erik Goodman

    Pages 143-157

Buy this book

eBook $149.00
price for USA
  • ISBN 978-0-387-23254-6
  • 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 978-0-387-23253-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • ISBN 978-1-4419-3589-2
  • 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 II
Editors
  • Una-May O'Reilly
  • Tina Yu
  • Rick Riolo
  • Bill Worzel
Series Title
Genetic Programming
Series Volume
8
Copyright
2005
Publisher
Springer US
Copyright Holder
Springer-Verlag US
eBook ISBN
978-0-387-23254-6
DOI
10.1007/b101112
Hardcover ISBN
978-0-387-23253-9
Softcover ISBN
978-1-4419-3589-2
Series ISSN
1566-7863
Edition Number
1
Number of Pages
XVI, 320
Topics