Genetic Programming Theory and Practice XIII

Inbunden, Engelska, 2016

Del i serien Genetic and Evolutionary Computation

1 108 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:2016-12-30
Mått:155 x 235 x 21 mm
Vikt:594 g
Format:Inbunden
Språk:Engelska
Serie:Genetic and Evolutionary Computation
Antal sidor:262
Upplaga:16001
Förlag:Springer International Publishing AG
ISBN:9783319342214

Utforska kategorier

Artificiell intelligens inom Data och IT
Företagsekonomi inom Ekonomi och Ledarskap
Programmeringsböcker inom Data och IT

Innehållsförteckning

Evolving Simple Symbolic Regression Models by Multi-objective Genetic Programming.- Learning Heuristics for Mining RNA Sequence-Structure Motifs.- Kaizen Programming for Feature Construction for Classification.- GP as if You Meant It: An Exercise for Mindful Practice.- nPool: Massively Distributed Simultaneous Evolution and Cross-Validation in EC-Star.- Highly Accurate Symbolic Regression with Noisy Training Data.- Using Genetic Programming for Data Science: Lessons Learned.- The Evolution of Everything (EvE) and Genetic Programming.- Lexicase selection for program synthesis: a Diversity Analysis.- Using Graph Databases to Explore the Dynamics of Genetic Programming Runs.- Predicting Product Choice with Symbolic Regression and Classification.- Multiclass Classification Through Multidimensional Clustering.- Prime-Time: Symbolic Regression takes its place in the Real World.

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