Data & IT
Genetic Programming Theory and Practice XV
Wolfgang Banzhaf • Randal S Olson • William Tozier • Rick Riolo
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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.
- Illustratör: 30 farbige Tabellen 30 farbige Abbildungen Bibliographie
- Format: Inbunden
- ISBN: 9783319905112
- Språk: Engelska
- Antal sidor: 187
- Utgivningsdatum: 2018-07-06
- Förlag: Springer International Publishing AG