Genetic Programming Theory and Practice XV

ISBN 10: 3319905112 ISBN 13: 9783319905112

Editore: Springer, 2018

Lingua: Inglese

Condizione: Usato - Molto buono Rilegato

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Dati bibliografici

Titolo

Genetic Programming Theory and Practice XV

Editore

Springer

Data di pubblicazione

2018

Lingua

Inglese

ISBN 10

3319905112

ISBN 13

9783319905112

Rilegatura

Hardcover

Condizione

Very Good

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Riassunto

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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