Genetic Programming Theory and Practice XII | ISBN 9783319383767

Genetic Programming Theory and Practice XII

herausgegeben von Rick Riolo, William P. Worzel und Mark Kotanchek
Mitwirkende
Herausgegeben vonRick Riolo
Herausgegeben vonWilliam P. Worzel
Herausgegeben vonMark Kotanchek
Buchcover Genetic Programming Theory and Practice XII  | EAN 9783319383767 | ISBN 3-319-38376-0 | ISBN 978-3-319-38376-7

Genetic Programming Theory and Practice XII

herausgegeben von Rick Riolo, William P. Worzel und Mark Kotanchek
Mitwirkende
Herausgegeben vonRick Riolo
Herausgegeben vonWilliam P. Worzel
Herausgegeben vonMark Kotanchek
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.