Genetic Programming Theory and Practice XIII

Genetic Programming Theory and Practice XIII

Paperback(Softcover reprint of the original 1st ed. 2016)

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Product Details

ISBN-13: 9783319817064
Publisher: Springer International Publishing
Publication date: 07/10/2018
Series: Genetic and Evolutionary Computation
Edition description: Softcover reprint of the original 1st ed. 2016
Pages: 262
Product dimensions: 6.10(w) x 9.25(h) x (d)

Table of Contents

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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