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Genetic and Evolutionary Computation

Genetic Programming Theory and Practice XIII

Editors: Riolo, R., Worzel, B., Kotanchek, M., Kordon, A. (Eds.)

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  • Provides papers describing cutting-edge work on the theory and applications of genetic programming (GP)
  • Offers large-scale, real-world applications of GP to a variety of problem domains, including financial applications, genetic analysis, product selection
  • Theoretical exploration of controlled semantic, lexicase and other selection and crossover methods, and understanding convergence     
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eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-34223-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
  • ISBN 978-3-319-34221-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.99
price for USA in USD
  • ISBN 978-3-319-81706-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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: multi-objective genetic programming, learning heuristics, Kaizen programming, Evolution of Everything (EvE), lexicase selection, behavioral program synthesis, symbolic regression with noisy training data, graph databases, and multidimensional clustering. It also covers several chapters on best practices and lesson learned from hands-on experience. Additional application areas include financial operations, genetic analysis, and predicting product choice. 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 (14 chapters)

Table of contents (14 chapters)
  • Evolving Simple Symbolic Regression Models by Multi-Objective Genetic Programming

    Pages 1-19

    Kommenda, Michael (et al.)

  • Learning Heuristics for Mining RNA Sequence-Structure Motifs

    Pages 21-38

    Elyasaf, Achiya (et al.)

  • Kaizen Programming for Feature Construction for Classification

    Pages 39-57

    Melo, Vinícius Veloso (et al.)

  • GP As If You Meant It: An Exercise for Mindful Practice

    Pages 59-78

    Tozier, William A.

  • nPool: Massively Distributed Simultaneous Evolution and Cross-Validation in EC-Star

    Pages 79-90

    Hodjat, Babak (et al.)

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-34223-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
  • ISBN 978-3-319-34221-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.99
price for USA in USD
  • ISBN 978-3-319-81706-4
  • 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 XIII
Editors
  • Rick Riolo
  • Bill Worzel
  • Mark Kotanchek
  • Arthur Kordon
Series Title
Genetic and Evolutionary Computation
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-34223-8
DOI
10.1007/978-3-319-34223-8
Hardcover ISBN
978-3-319-34221-4
Softcover ISBN
978-3-319-81706-4
Series ISSN
1932-0167
Edition Number
1
Number of Pages
XX, 262
Number of Illustrations
38 b/w illustrations, 31 illustrations in colour
Topics