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portada Genetic Programming Theory and Practice XV
Type
Physical Book
Publisher
Language
English
Pages
187
Format
Paperback
Dimensions
23.4 x 15.6 x 1.1 cm
Weight
0.29 kg.
ISBN13
9783030080310

Genetic Programming Theory and Practice XV

Banzhaf, Wolfgang ; Olson, Randal S. ; Tozier, William (Author) · Springer · Paperback

Genetic Programming Theory and Practice XV - Banzhaf, Wolfgang ; Olson, Randal S. ; Tozier, William

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Synopsis "Genetic Programming Theory and Practice XV"

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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