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Genetic Programming Theory and Practice XIII

Name: Genetic Programming Theory and Practice XIII
Brand: Springer International Publishing AG
SKU: 20092837
Price: 102.73 EUR
Availability: InStock
Author: Arthur Kordon
ISBN: 9783319817064

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 20092837

Nakladateľstvo Springer International Publishing AG, júl 2018

These contributions, written by the foremost international researchers and practitioners of Genetic... Celý popis

Libristo kód: 20092837

249 b

102.73 €

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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.