Genetic Programming Theory and Practice XVI
Fr. 182.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Gebundene Ausgabe
Erscheinungsdatum
04.02.2019
Abbildungen
XXI, 234 p. 65 illus., 47 illus. in color.
Herausgeber
Wolfgang Banzhaf + weitereVerlag
SpringerSeitenzahl
234
Maße (L/B/H)
24.1/16/1.9 cm
Gewicht
599 g
Sprache
Englisch
ISBN
978-3-030-04734-4
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: evolving developmental programs for neural networks solving multiple problems, tangled program, transfer learning and outlier detection using GP, program search for machine learning pipelines in reinforcement learning, automatic programming with GP, new variants of GP, like SignalGP, variants of lexicase selection, and symbolic regression and classification techniques. The volume includes 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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