Genetic Programming Theory and Practice XV (Paperback, Softcover reprint of the original 1st ed. 2018)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Genetic and Evolutionary Computation
Release date:	December 2018
First published:	2018
Editors:	Wolfgang Banzhaf • Randal S. Olson • William Tozier • Rick Riolo
Dimensions:	235 x 155 x 11mm (L x W x T)
Format:	Paperback
Pages:	187
Edition:	Softcover reprint of the original 1st ed. 2018
ISBN-13:	978-3-03-008031-0
Categories:	Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer programming > Algorithms & procedures Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-03-008031-5
Barcode:	9783030080310

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