Genetic Programming Theory and Practice XIII (Genetic and Evolutionary Computation) - Softcover

Buch 7 von 8: Genetic and Evolutionary Computation
 
9783319817064: Genetic Programming Theory and Practice XIII (Genetic and Evolutionary Computation)
Softcover
ISBN 10: 331981706X ISBN 13: 9783319817064
Verlag: Springer, 2018

Inhaltsangabe

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.


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Verlag
Springer
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
331981706X
ISBN 13 
9783319817064
Einband
Taschenbuch
Anzahl der Seiten
284
Herausgeber
Riolo Rick, Worzel W.P., Kotanchek Mark, Kordon Arthur
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

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Darmstadt
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Deutschland

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