Genetic Programming Theory and Practice XVI
Wolfgang Banzhaf editor Leigh Sheneman editor Lee Spector editor
Format:Hardback
Publisher:Springer Nature Switzerland AG
Published:4th Feb '19
Should be back in stock very soon
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.
ISBN: 9783030047344
Dimensions: unknown
Weight: unknown
234 pages
1st ed. 2019