Genetic Programming Theory and Practice XII (Hardcover, 2015 ed.)

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: gene expression regulation, novel genetic models for glaucoma, inheritable epigenetics, combinators in genetic programming, sequential symbolic regression, system dynamics, sliding window symbolic regression, large feature problems, alignment in the error space, HUMIE winners, Boolean multiplexer function, and highly distributed genetic programming systems. Application areas include chemical process control, circuit design, financial data mining and bioinformatics. 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 International Publishing AG
Country of origin:	Switzerland
Series:	Genetic and Evolutionary Computation
Release date:	June 2015
First published:	2015
Editors:	Rick Riolo • William P. Worzel • Mark Kotanchek
Dimensions:	235 x 155 x 13mm (L x W x T)
Format:	Hardcover
Pages:	182
Edition:	2015 ed.
ISBN-13:	978-3-319-16029-0
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:	3-319-16029-X
Barcode:	9783319160290

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