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Genetic Programming Theory and Practice XIII
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Genetic Programming Theory and Practice XIII

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Description

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.
Release date NZ
July 7th, 2018
Audience
  • Professional & Vocational
Contributors
  • Edited by Arthur Kordon
  • Edited by Mark Kotanchek
  • Edited by Rick Riolo
  • Edited by W.P. Worzel
Edition
Softcover reprint of the original 1st ed. 2016
Illustrations
31 Illustrations, color; 38 Illustrations, black and white; XX, 262 p. 69 illus., 31 illus. in color.
Pages
262
ISBN-13
9783319817064
Product ID
28341522

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