Cover image for Genetic Programming Theory and Practice XII
Title:
Genetic Programming Theory and Practice XII
Author:
Riolo, Rick. editor.
ISBN:
9783319160306
Edition:
1st ed. 2015.
Physical Description:
XII, 182 p. 59 illus., 12 illus. in color. online resource.
Series:
Genetic and Evolutionary Computation,
Contents:
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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