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Genetic Programming Theory and Practice XVI

Name: Genetic Programming Theory and Practice XVI
Brand: Springer Nature Switzerland AG
SKU: 20447355
Price: 143.62 EUR
Availability: InStock
Author: Wolfgang Banzhaf
ISBN: 9783030047344

Wolfgang Banzhaf

Lee Spector

Leigh Sheneman

Language

English

Book Hardback

Libristo code: 20447355

Publishers Springer Nature Switzerland AG, February 2019

These contributions, written by the foremost international researchers and practitioners of Genetic... Full description

Libristo code: 20447355

349 b

143.62 €

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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: 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.