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HYRŠ, M. SCHWARZ, J.
Original Title
An Analysis of Control Parameters of Copula-based EDA Algorithm with Model Migration
Type
conference paper
Language
English
Original Abstract
The copula-based EDA algorithms nowadays represent a promising technique for problem optimization in the continuous domain. This paper provides a detailed analysis on how six key parameters of the parallel copula-based EDA with model migration (mCEDA) influence the quality of optimization. In order to improve the performance of that kind of algorithm the most suitable setting of these control parameters is evaluated on the well known CEC 2013 benchmark using inferential statistics.
Keywords
EDA; copulas; parallelization; model migration; optimization
Authors
HYRŠ, M.; SCHWARZ, J.
Released
13. 7. 2019
Publisher
Association for Computing Machinery
Location
Praha
ISBN
978-1-4503-6748-6
Book
GECCO '19 Proceedings of the Genetic and Evolutionary Computation Conference Companion
Pages from
259
Pages to
260
Pages count
2
URL
https://dl.acm.org/citation.cfm?doid=3319619.3321910
BibTex
@inproceedings{BUT159981, author="Martin {Hyrš} and Josef {Schwarz}", title="An Analysis of Control Parameters of Copula-based EDA Algorithm with Model Migration", booktitle="GECCO '19 Proceedings of the Genetic and Evolutionary Computation Conference Companion", year="2019", pages="259--260", publisher="Association for Computing Machinery", address="Praha", doi="10.1145/3319619.3321910", isbn="978-1-4503-6748-6", url="https://dl.acm.org/citation.cfm?doid=3319619.3321910" }