Genetic Programming Theory and Practice XII

Inbunden, Engelska, 2015

AvRick Riolo,William P. Worzel,Mark Kotanchek

709 kr

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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

Utgivningsdatum2015-06-25
Mått155 x 235 x 17 mm
Vikt465 g
FormatInbunden
SpråkEngelska
SerieGenetic and Evolutionary Computation
Antal sidor182
Upplaga2015
FörlagSpringer International Publishing AG
ISBN9783319160290

Tillhör följande kategorier

Programmeringsböcker inom Data och IT
Artificiell intelligens inom Data och IT

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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