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Genetic Programming Theory and Practice XV

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Description

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.
Release date NZ
July 6th, 2018
Contributors
  • Edited by Randal S. Olson
  • Edited by Rick Riolo
  • Edited by William Tozier
  • Edited by Wolfgang Banzhaf
Pages
187
Edition
1st ed. 2018
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
Illustrations
46 Illustrations, color; 8 Illustrations, black and white; XV, 187 p. 54 illus., 46 illus. in color.
ISBN-13
9783319905112
Product ID
27809359

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