Genetic Programming Theory and Practice XII

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: gen...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Riolo, Rick (Editor), Worzel, William P. (Editor), Kotanchek, Mark (Editor)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
Series:Genetic and Evolutionary Computation,
Subjects:
Online Access:Full Text via HEAL-Link
Description
Summary: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.
Physical Description:XII, 182 p. 59 illus., 12 illus. in color. online resource.
ISBN:9783319160306
ISSN:1932-0167