Genetic and Evolutionary Computation

Genetic Programming Theory and Practice XIII

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

  • 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 101,14 €
price for Spain (gross)
  • ISBN 978-3-319-34223-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-319-34221-4
  • 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
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)

  • Evolving Simple Symbolic Regression Models by Multi-Objective Genetic Programming

    Kommenda, Michael (et al.)

    Pages 1-19

    Preview Buy Chapter 30,19 €
  • Learning Heuristics for Mining RNA Sequence-Structure Motifs

    Elyasaf, Achiya (et al.)

    Pages 21-38

    Preview Buy Chapter 30,19 €
  • Kaizen Programming for Feature Construction for Classification

    Melo, Vinícius Veloso (et al.)

    Pages 39-57

    Preview Buy Chapter 30,19 €
  • GP As If You Meant It: An Exercise for Mindful Practice

    Tozier, William A.

    Pages 59-78

    Preview Buy Chapter 30,19 €
  • nPool: Massively Distributed Simultaneous Evolution and Cross-Validation in EC-Star

    Hodjat, Babak (et al.)

    Pages 79-90

    Preview Buy Chapter 30,19 €

Buy this book

eBook 101,14 €
price for Spain (gross)
  • ISBN 978-3-319-34223-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-319-34221-4
  • 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 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
Series ISSN
1932-0167
Edition Number
1
Number of Pages
XX, 262
Number of Illustrations and Tables
38 b/w illustrations, 31 illustrations in colour
Topics