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Genetic Programming Theory and Practice XIII

Genetic Programming Theory and Practice XIII

by Rick RioloMark Kotanchek Arthur Kordon and others
Paperback
Publication Date: 07/07/2018

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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.
ISBN:
9783319817064
9783319817064
Category:
Artificial intelligence
Format:
Paperback
Publication Date:
07-07-2018
Publisher:
Springer International Publishing AG
Country of origin:
Switzerland
Pages:
262
Dimensions (mm):
235x155x15mm
Weight:
0.45kg

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