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Genetic programming theory and pract...

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Genetic programming theory and practice XV

Record Type:	Electronic resources : Monograph/item
Title/Author:	Genetic programming theory and practice XVedited by Wolfgang Banzhaf ... [et al.].
remainder title:	Genetic programming theory and practice 15
other author:	Banzhaf, Wolfgang.
corporate name:
Published:	Cham :Springer International Publishing :2018.
Description:	xv, 187 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Genetic programming (Computer science)
Online resource:	http://dx.doi.org/10.1007/978-3-319-90512-9
ISBN:	9783319905129$q(electronic bk.)

Genetic programming theory and practice XV
Genetic programming theory and practice XV[electronic resource] /Genetic programming theory and practice 15edited by Wolfgang Banzhaf ... [et al.]. - Cham :Springer International Publishing :2018. - xv, 187 p. :ill., digital ;24 cm. - Genetic and evolutionary computation,1932-0167. - Genetic and evolutionary computation..

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.

ISBN: 9783319905129$q(electronic bk.)

Standard No.: 10.1007/978-3-319-90512-9doiSubjects--Topical Terms:

206263
Genetic programming (Computer science)

LC Class. No.: QA76.623

Dewey Class. No.: 006.31

Genetic programming theory and practice XV
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300 $a xv, 187 p. : $b ill., digital ; $c 24 cm.
490 1 $a Genetic and evolutionary computation, $x 1932-0167
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