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Genetic Programming Theory and Practice XIII - Softcover

 
9783319342221: Genetic Programming Theory and Practice XIII

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Synopsis

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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9783319342214: Genetic Programming Theory and Practice XIII (Genetic and Evolutionary Computation)

Featured Edition

ISBN 10:  3319342215 ISBN 13:  9783319342214
Publisher: Springer, 2016
Hardcover