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Genetic Programming Theory and Practice XV

Wolfgang Banzhaf editor Rick Riolo editor Randal S Olson editor William Tozier editor

Format:Paperback

Publisher:Springer Nature Switzerland AG

Published:22nd Dec '18

Currently unavailable, and unfortunately no date known when it will be back

Genetic Programming Theory and Practice XV cover

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.

ISBN: 9783030080310

Dimensions: unknown

Weight: 454g

187 pages

Softcover reprint of the original 1st ed. 2018