Genetic Programming Theory and Practice XV / Genetic and Evolutionary Computation (PDF)
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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.
- 2018, 1st ed. 2018, 187 Seiten, Englisch
- Herausgegeben: Wolfgang Banzhaf, Randal S. Olson, William Tozier, Rick Riolo
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3319905120
- ISBN-13: 9783319905129
- Erscheinungsdatum: 05.07.2018
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- Größe: 4.44 MB
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