Genetic Programming Theory and Practice XVI (Genetic and Evolutionary Computation, Band 16) - Hardcover

 
9783030047344: Genetic Programming Theory and Practice XVI (Genetic and Evolutionary Computation, Band 16)
Hardcover
ISBN 10: 3030047342 ISBN 13: 9783030047344
Verlag: Springer, 2019

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: evolving developmental programs for neural networks solving multiple problems, tangled program, transfer learning and outlier detection using GP, program search for machine learning pipelines in reinforcement learning, automatic programming with GP, new variants of GP, like SignalGP, variants of lexicase selection, and symbolic regression and classification techniques. The volume includes several chapters on best practices and lessons learned from hands-on experience. 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.


Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
3030047342
ISBN 13 
9783030047344
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
255
Herausgeber
Banzhaf Wolfgang, Spector Lee, Sheneman Leigh
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland