Comparing Grammatical Evolution's Mapping Processes on Feature Generation for Pattern Recognition Problems
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InCollection{series/sci/Calzada-LedesmaSDOVS17,
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author = "Valentin Calzada-Ledesma and
Hector Jose Puga Soberanes and Alfonso Rojas Dominguez and
Manuel Ornelas-Rodriguez and Juan Martin Carpio Valadez and
Claudia Guadalupe Gomez Santillan",
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title = "Comparing Grammatical Evolution's Mapping Processes on
Feature Generation for Pattern Recognition Problems",
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booktitle = "Nature-Inspired Design of Hybrid Intelligent Systems",
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editor = "Patricia Melin and Oscar Castillo and
Janusz Kacprzyk",
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year = "2017",
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volume = "667",
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publisher = "Springer",
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isbn13 = "978-3-319-47053-5",
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pages = "775--785",
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series = "Studies in Computational Intelligence",
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keywords = "genetic algorithms, genetic programming, grammatical
evolution",
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bibdate = "2017-05-16",
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bibsource = "DBLP,
http://dblp.uni-trier.de/db/series/sci/sci667.html#Calzada-LedesmaSDOVS17",
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DOI = "doi:10.1007/978-3-319-47054-2_52",
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isbn13 = "978-3-319-47053-5",
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abstract = "Grammatical Evolution (GE) is a grammar-based form of
Genetic Programming. In GE, a Mapping Process (MP) and
a Backus-Naur Form grammar (defined in the problem
context) are used to transform each individual's
genotype into its phenotype form (functional
representation). There are several MPs proposed in the
state-of-the-art, each of them defines how the
individuals genes are used to build its phenotype form.
This paper compares two MPs: the Depth-First standard
map and the Position Independent Grammatical Evolution
(pi GE). The comparison was performed using as use case
the problem of the selection and generation of features
for pattern recognition problems. A Wilcoxon Rank-Sum
test was used to compare and validate the results of
the different approaches.",
- }
Genetic Programming entries for
Valentin Calzada-Ledesma
Hector J Puga
Alfonso Rojas-Dominguez
Manuel Ornelas-Rodriguez
Juan Martin Carpio-Valadez
Claudia Guadalupe Gomez Santillan
Citations