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Genetic and Evolutionary Computation

By: Randal S. Olson (Editor), Wolfgang Banzhaf (Editor), William Tozier (Editor), Rick Riolo (Editor)

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Paperback | 22 December 2018

At a Glance

Paperback
204 Pages

Dimensions(cm)
23.5 x 15.5 x 1.09

Paperback

$149.01

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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.

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