Genetic Programming Theory and Practice XV (Genetic and Evolutionary Computation) - Hardcover

 
9783319905112: Genetic Programming Theory and Practice XV (Genetic and Evolutionary Computation)
Hardcover
ISBN 10: 3319905112 ISBN 13: 9783319905112
Verlag: Springer, 2018

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
3319905112
ISBN 13 
9783319905112
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
202
Herausgeber
Banzhaf Wolfgang, Olson Randal S., Tozier William, Riolo Rick
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Softcover