New requirements for off-line parameter calibration algorithms

Elizabeth Montero; María Cristina Riff; Bertrand Neveu

doi:10.1109/CEC.2010.5586156

New requirements for off-line parameter calibration algorithms

Elizabeth Montero, María Cristina Riff, Bertrand Neveu

Facultad Ingeniería

Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

5 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 original	Inglés
Título de la publicación alojada	2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
DOI	https://doi.org/10.1109/CEC.2010.5586156
Estado	Publicada - 1 dic. 2010
Evento	2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010 - Barcelona, Espana Duración: 18 jul. 2010 → 23 jul. 2010

Conferencia

Conferencia	2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
País/Territorio	Espana
Ciudad	Barcelona
Período	18/07/10 → 23/07/10

Áreas temáticas de ASJC Scopus

Teoría computacional y matemáticas
Matemáticas aplicadas

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10.1109/CEC.2010.5586156

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@inproceedings{832fc0101a574dd895988b850be851ad,

title = "New requirements for off-line parameter calibration algorithms",

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.",

author = "Elizabeth Montero and Riff, {Mar{\'i}a Cristina} and Bertrand Neveu",

year = "2010",

month = dec,

day = "1",

doi = "10.1109/CEC.2010.5586156",

language = "English",

isbn = "9781424469109",

booktitle = "2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010",

note = "2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010 ; Conference date: 18-07-2010 Through 23-07-2010",

}

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, Espana, 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.

Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

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N2 - 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.

AB - 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.

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U2 - 10.1109/CEC.2010.5586156

DO - 10.1109/CEC.2010.5586156

M3 - Conference contribution

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

T2 - 2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

Y2 - 18 July 2010 through 23 July 2010

ER -

New requirements for off-line parameter calibration algorithms

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