Genetic and Evolutionary Computation

Genetic Programming Theory and Practice XII

Editors: Riolo, Rick, Worzel, Bill, Kotanchek, Mark (Eds.)

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  • Provides papers describing cutting-edge work on genetic programming theory, applications of GP and theory
  • Offers large-scale, real-world applications of GP to a variety of problem domains, from financial engineering to analog circuit design
  • Based on cutting edge applications and the latest in theoretical results
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eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-319-16030-6
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  • Included format: EPUB, PDF
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  • Immediate eBook download after purchase
Hardcover $119.99
price for USA in USD
  • ISBN 978-3-319-16029-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $109.00
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week).
  • Due: November 4, 2016
  • ISBN 978-3-319-38376-7
  • Free shipping for individuals worldwide
About this book

These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: gene expression regulation, novel genetic models for glaucoma, inheritable epigenetics, combinators in genetic programming, sequential symbolic regression, system dynamics, sliding window symbolic regression, large feature problems, alignment in the error space, HUMIE winners, Boolean multiplexer function, and highly distributed genetic programming systems. Application areas include chemical process control, circuit design, financial data mining and bioinformatics. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.

Table of contents (10 chapters)

Table of contents (10 chapters)
  • Application of Machine-Learning Methods to Understand Gene Expression Regulation

    Cheng, Chao (et al.)

    Pages 1-15

  • Identification of Novel Genetic Models of Glaucoma Using the “EMERGENT” Genetic Programming-Based Artificial Intelligence System

    Moore, Jason H. (et al.)

    Pages 17-35

  • Inheritable Epigenetics in Genetic Programming

    La Cava, William (et al.)

    Pages 37-51

  • SKGP: The Way of the Combinator

    Worzel, William P. (et al.)

    Pages 53-71

  • Sequential Symbolic Regression with Genetic Programming

    Oliveira, Luiz Otávio V.B. (et al.)

    Pages 73-90

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-319-16030-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for USA in USD
  • ISBN 978-3-319-16029-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $109.00
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week).
  • Due: November 4, 2016
  • ISBN 978-3-319-38376-7
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Genetic Programming Theory and Practice XII
Editors
  • Rick Riolo
  • Bill Worzel
  • Mark Kotanchek
Series Title
Genetic and Evolutionary Computation
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-16030-6
DOI
10.1007/978-3-319-16030-6
Hardcover ISBN
978-3-319-16029-0
Softcover ISBN
978-3-319-38376-7
Series ISSN
1932-0167
Edition Number
1
Number of Pages
XII, 182
Number of Illustrations
47 b/w illustrations, 12 illustrations in colour
Topics