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Authors: Nelson Rangel-Valdez ; Jose Torres-Jimenez ; Josue Bracho-Rios and Pedro Quiz-Ramos

Affiliation: CINVESTAV, Mexico

Keyword(s): Parameter tuning, Covering arrays, Bridge club, Simulated annealing.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolution Strategies ; Evolutionary Computing ; Soft Computing

Abstract: Sometimes, it is difficult to cope with a good set of values for the parameters of an algorithm that solves an specific optimization problem. This work presents a methodology for fine-tuning the parameters of a Simulated Annealing (SA) algorithm solving the Bridge Club (BC) problem. The methodology uses Covering Arrays as a tool that evaluates a set of values for the parameters of the SA so that it achieves its best performance when solving BC. The results in the experiments performed show that, using this methodology, the SA reached the optimal solution of the BC problem with a relatively small number of evaluations, in comparison with other strategies that solves BC.

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Paper citation in several formats:
Rangel-Valdez, N.; Torres-Jimenez, J.; Bracho-Rios, J. and Quiz-Ramos, P. (2009). PROBLEM AND ALGORITHM FINE-TUNING - A Case of Study using Bridge Club and Simulated Annealing. In Proceedings of the International Joint Conference on Computational Intelligence (IJCCI 2009) - ICEC; ISBN 978-989-674-014-6; ISSN 2184-3236, SciTePress, pages 302-305. DOI: 10.5220/0002321303020305

@conference{icec09,
author={Nelson Rangel{-}Valdez. and Jose Torres{-}Jimenez. and Josue Bracho{-}Rios. and Pedro Quiz{-}Ramos.},
title={PROBLEM AND ALGORITHM FINE-TUNING - A Case of Study using Bridge Club and Simulated Annealing},
booktitle={Proceedings of the International Joint Conference on Computational Intelligence (IJCCI 2009) - ICEC},
year={2009},
pages={302-305},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002321303020305},
isbn={978-989-674-014-6},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the International Joint Conference on Computational Intelligence (IJCCI 2009) - ICEC
TI - PROBLEM AND ALGORITHM FINE-TUNING - A Case of Study using Bridge Club and Simulated Annealing
SN - 978-989-674-014-6
IS - 2184-3236
AU - Rangel-Valdez, N.
AU - Torres-Jimenez, J.
AU - Bracho-Rios, J.
AU - Quiz-Ramos, P.
PY - 2009
SP - 302
EP - 305
DO - 10.5220/0002321303020305
PB - SciTePress

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