Genetic Programming Theory and Practice XII

Inbunden, Engelska, 2015

Del i serien Genetic and Evolutionary Computation

552 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2015-06-25
Mått:155 x 235 x 17 mm
Vikt:465 g
Format:Inbunden
Språk:Engelska
Serie:Genetic and Evolutionary Computation
Antal sidor:182
Upplaga:2015
Förlag:Springer International Publishing AG
ISBN:9783319160290

Utforska kategorier

Artificiell intelligens inom Data och IT
Programmeringsböcker inom Data och IT

Innehållsförteckning

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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