New requirements for off-line parameter calibration algorithms

Elizabeth Montero, María Cristina Riff, Bertrand Neveu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

The process of designing an evolutionary algorithm requires the definition of an adequate representation, a set of components as operators, parameters and parameters values. In practice, some operators can not be helping the evolutionary algorithm to perform his work, thus we require to be able to detect these situations. In this paper we are interested on analyzing the capabilities of off-line calibration techniques, originally designed to tune parameter values, to recognize situations more related to the design process of an evolutionary algorithm. We experimentally analyze the results of the off-line calibration techniques on some specific situations. For that purpose we use some specially designed operators for an evolutionary algorithm which solves the traveling salesman problem.

Original languageEnglish
Title of host publication2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
DOIs
Publication statusPublished - 1 Dec 2010
Event2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010 - Barcelona, Spain
Duration: 18 Jul 201023 Jul 2010

Conference

Conference2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
CountrySpain
CityBarcelona
Period18/07/1023/07/10

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Applied Mathematics

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    Montero, E., Riff, M. C., & Neveu, B. (2010). New requirements for off-line parameter calibration algorithms. In 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010 [5586156] https://doi.org/10.1109/CEC.2010.5586156