Banzhaf / Olson / Tozier Genetic Programming Theory and Practice XV

1. Auflage 2018
ISBN: 978-3-319-90512-9
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 187 Seiten, eBook

Reihe: Genetic and Evolutionary Computation

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.

Zielgruppe

Research

Autoren/Hrsg.

Banzhaf, Wolfgang

Olson, Randal S.

Tozier, William

Riolo, Rick