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Genetic Programming Theory and Practice XV

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Genetic Programming Theory and Practice XV/ edited by Wolfgang Banzhaf, Randal S. Olson, William Tozier, Rick Riolo.
other author:	Banzhaf, Wolfgang.
Description:	XV, 187 p. 54 illus., 46 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence. -
Online resource:	https://doi.org/10.1007/978-3-319-90512-9
ISBN:	9783319905129

Genetic Programming Theory and Practice XV
Genetic Programming Theory and Practice XV[electronic resource] /edited by Wolfgang Banzhaf, Randal S. Olson, William Tozier, Rick Riolo. - 1st ed. 2018. - XV, 187 p. 54 illus., 46 illus. in color.online resource. - 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

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

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

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