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Genetic Programming Theory and Practice XII - Softcover

 
9783319160313: Genetic Programming Theory and Practice XII

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Synopsis

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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  • PublisherSpringer
  • Publication date2015
  • ISBN 10 3319160311
  • ISBN 13 9783319160313
  • BindingPaperback
  • LanguageEnglish

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9783319160290: Genetic Programming Theory and Practice XII (Genetic and Evolutionary Computation)

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ISBN 10:  331916029X ISBN 13:  9783319160290
Publisher: Springer, 2015
Hardcover