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Genetic Programming Theory and Practice XV

Name: Genetic Programming Theory and Practice XV
Brand: Springer International Publishing AG
SKU: 19254956
Price: 96.59 EUR
Availability: InStock
Author: Wolfgang Banzhaf
ISBN: 9783319905112

Language

English

Book Hardback

Libristo code: 19254956

Publishers Springer International Publishing AG, July 2018

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

Libristo code: 19254956

236 b

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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: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers 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.