New requirements for off-line parameter calibration algorithms

Elizabeth Montero, María Cristina Riff, Bertrand Neveu

Resultado de la investigación: Contribución a los tipos de informe/libroContribución a la conferencia

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

Conferencia

Conferencia2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
PaísEspana
CiudadBarcelona
Período18/07/1023/07/10

Áreas temáticas de ASJC Scopus

  • Teoría computacional y matemáticas
  • Matemáticas aplicadas

Huella Profundice en los temas de investigación de 'New requirements for off-line parameter calibration algorithms'. En conjunto forman una huella única.

  • 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