Genetic Programming Genetic Programming Theory and Practice

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 (18 chapters)

Table of contents (18 chapters)
  • Genetic Programming: Theory and Practice

    O’Reilly, Una-May (et al.)

    Pages 1-10

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

    Yu, Tina (et al.)

    Pages 11-30

  • Using Genetic Programming in Industrial Statistical Model Building

    Castillo, Flor (et al.)

    Pages 31-48

  • Population Sizing for Genetic Programming Based on Decision-Making

    Sastry, Kumara (et al.)

    Pages 49-65

  • Considering the Roles of Structure in Problem Solving by Computer

    Daida, Jason M.

    Pages 67-86

Buy this book

eBook 130,89 €
price for Spain (gross)
  • ISBN 978-0-387-23254-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 171,59 €
price for Spain (gross)
  • ISBN 978-0-387-23253-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 171,59 €
price for Spain (gross)
  • ISBN 978-1-4419-3589-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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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