Genetic programming theory and practice XII [electronic resource] / Rick Riolo, William P. Worzel, Mark Kotanchek, editors.
Riolo, Rick, editor.; Worzel, William P., editor.; Kotanchek, Mark, editor.; Workshop on Genetic Programming, Theory and Practice (12th : 2014 : Ann Arbor, Mich.)
2015
QA76.623 G45 2015eb
Available Online

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Title Genetic programming theory and practice XII [electronic resource] / Rick Riolo, William P. Worzel, Mark Kotanchek, editors.
ISBN 9783319160306 electronic book
3319160303 electronic book
9783319160290
Published Cham : Springer, [2015]
Language English
Description 1 online resource (xii, 182 pages).
Call Number QA76.623 G45 2015eb
Dewey Decimal Classification 006.3/823
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.
Note "This book is based on the material presented at the Twelfth Workshop on Genetic Programming Theory and Practice."
Includes index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed June 10, 2015).
Added Author Riolo, Rick, editor.
Worzel, William P., editor.
Kotanchek, Mark, editor.
Added Meeting Name Workshop on Genetic Programming, Theory and Practice (12th : 2014 : Ann Arbor, Mich.)
Series Genetic and evolutionary computation series.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Application of Machine-Learing Methods to Understand Gene Expression Regulation
Identification of Novel Genetic Models of Glaucoma using the "Emergent" Genetic Programming-Based Artificial Intelligence System
Inheritable Epigenetics in Genetic Programming
SKGP: The Way of the Combinator
Sequential Symbolic Regression with Genetic Programming
Sliding Window Symbolic Regression for Detecting Changes of System Dynamics
Extremely Accurate Symbolic Regression for Large Feature Problems
How to Exploit Alignment in the Error Space: Two Different GP Models
Analyzing a Decade of Human-Competitive ("HUMIE") Winners: What Can We Learn?
Tackling the Boolean Multiplexer Function Using a Highly Distributed Genetic Programming System.

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