Genetic Programming Theory and Practice XIII (Genetic and Evolutionary Computation) - Tapa blanda

Libro 7 de 8: Genetic and Evolutionary Computation
 
9783319817064: Genetic Programming Theory and Practice XIII (Genetic and Evolutionary Computation)
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ISBN 10: 331981706X ISBN 13: 9783319817064
Editorial: Springer, 2018

Sinopsis

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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Reseña del editor

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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Editorial
Springer
Año de publicación
2018
Idioma
Inglés
ISBN 10 
331981706X
ISBN 13 
9783319817064
Encuadernación
Tapa blanda
Número de páginas
284
Editor
Riolo Rick, Worzel W.P., Kotanchek Mark, Kordon Arthur
Contacto del fabricante
Springer Nature Customer Service Center GmbH
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Otras ediciones populares con el mismo título

9783319342214: Genetic Programming Theory and Practice XIII: 13 (Genetic and Evolutionary Computation)

Edición Destacada

ISBN 10:  3319342215 ISBN 13:  9783319342214
Editorial: Springer, 2016
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