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Genetic Programming Theory and Practice XII by Rick Riolo

Genetic Programming Theory and Practice XII

by Rick Riolo
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Book cover type: Hardcover
  • ISBN13: 9783319160290
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 182
  • Original Price: EUR 49.99
  • Language: English
  • Edition: 2015
  • Item Weight: 454 grams
  • BISAC Subject(s): Artificial Intelligence / General, Programming / Algorithms, and Life Sciences / Genetics & Genomics

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.

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