New requirements for off-line parameter calibration algorithms

Elizabeth Montero, María Cristina Riff, Bertrand Neveu

Resultado de la investigación: Conference contribution

4 Citas (Scopus)

Resumen

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.

Idioma originalEnglish
Título de la publicación alojada2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
DOI
EstadoPublished - 1 dic 2010
Evento2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010 - Barcelona, Spain
Duración: 18 jul 201023 jul 2010

Conference

Conference2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
PaísSpain
CiudadBarcelona
Período18/07/1023/07/10

Huella dactilar

Evolutionary algorithms
Evolutionary Algorithms
Calibration
Line
Requirements
Mathematical operators
Operator
Traveling salesman problem
Travelling salesman problems
Design Process

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Applied Mathematics

Citar esto

Montero, E., Riff, M. C., & Neveu, B. (2010). New requirements for off-line parameter calibration algorithms. En 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
Montero, Elizabeth ; Riff, María Cristina ; Neveu, Bertrand. / New requirements for off-line parameter calibration algorithms. 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010. 2010.
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Montero, E, Riff, MC & Neveu, B 2010, New requirements for off-line parameter calibration algorithms. En 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010., 5586156, 2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18/07/10. https://doi.org/10.1109/CEC.2010.5586156

New requirements for off-line parameter calibration algorithms. / Montero, Elizabeth; Riff, María Cristina; Neveu, Bertrand.

2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010. 2010. 5586156.

Resultado de la investigación: Conference contribution

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Montero E, Riff MC, Neveu B. New requirements for off-line parameter calibration algorithms. En 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010. 2010. 5586156 https://doi.org/10.1109/CEC.2010.5586156