Genetic Programming Theory and Practice XV 1

Data & IT

Genetic Programming Theory and Practice XV

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

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187 sidor
2018

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.

Författare: Wolfgang Banzhaf, Randal S Olson, William Tozier, Rick Riolo
Format: Pocket/Paperback
ISBN: 9783030080310
Språk: Engelska
Antal sidor: 187
Utgivningsdatum: 2018-12-22
Förlag: Springer Nature Switzerland AG