Genetic Programming Theory and Practice XVI Hardback
Edited by Wolfgang Banzhaf, Lee Spector, Leigh Sheneman
Part of the Genetic and Evolutionary Computation series
Hardback
Description
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.
Information
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Out of stock
- Format:Hardback
- Pages:234 pages, 47 Illustrations, color; 18 Illustrations, black and white; XXI, 234 p. 65 illus., 47 ill
- Publisher:Springer Nature Switzerland AG
- Publication Date:04/02/2019
- Category:
- ISBN:9783030047344
Information
-
Out of stock
- Format:Hardback
- Pages:234 pages, 47 Illustrations, color; 18 Illustrations, black and white; XXI, 234 p. 65 illus., 47 ill
- Publisher:Springer Nature Switzerland AG
- Publication Date:04/02/2019
- Category:
- ISBN:9783030047344
