A Genetic Algorithm for the Multicriteria Optimisation of Computer Simulation Models

Filip Van Utterbeeck; Raf Van Loock; Hugo Pastijn

A Genetic Algorithm for the Multicriteria Optimisation of Computer Simulation Models

Filip Van Utterbeeck, Raf Van Loock, Hugo Pastijn

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › peer review

Samenvatting

We try to find the best configuration of a stochastic dis- crete-event simulation model when multiple criteria are simultaneously involved in the decision making process. We develop and investigate the performance of a genetic algorithm that makes use of an interval-based variant of the Prométhée MCDM-method to calculate the fitness of the chromosomes. We illustrate the performance of this algo- rithm by applying it for the optimization of a simulation model for incident management in a call centre.

Originele taal-2	Ongedefinieerd/onbekend
Titel	Proceedings of SIMMOD2005 – Int. Conf. on Simulation and Modeling 2005, January 17-19 2005, Nakornpathom, Thailand
Redacteuren	V. Kachitvichyanukul, U. Purintrapiban, P. Utayopas
Plaats van productie	Nakornpathom
Pagina's	126-131
Aantal pagina's	6
Status	Gepubliceerd - 2005

Trefwoorden

call centre
genetic algorithm
multicriteria decision making
simulation optimisation

Citeer dit

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title = "A Genetic Algorithm for the Multicriteria Optimisation of Computer Simulation Models",

abstract = "We try to find the best configuration of a stochastic dis- crete-event simulation model when multiple criteria are simultaneously involved in the decision making process. We develop and investigate the performance of a genetic algorithm that makes use of an interval-based variant of the Prom{\'e}th{\'e}e MCDM-method to calculate the fitness of the chromosomes. We illustrate the performance of this algo- rithm by applying it for the optimization of a simulation model for incident management in a call centre.",

keywords = "call centre, genetic algorithm, multicriteria decision making, simulation optimisation",

author = "{Van Utterbeeck}, Filip and {Van Loock}, Raf and Hugo Pastijn",

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editor = "V. Kachitvichyanukul and U. Purintrapiban and P. Utayopas",

booktitle = "Proceedings of SIMMOD2005 – Int. Conf. on Simulation and Modeling 2005, January 17-19 2005, Nakornpathom, Thailand",

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A Genetic Algorithm for the Multicriteria Optimisation of Computer Simulation Models. / Van Utterbeeck, Filip; Van Loock, Raf; Pastijn, Hugo.
Proceedings of SIMMOD2005 – Int. Conf. on Simulation and Modeling 2005, January 17-19 2005, Nakornpathom, Thailand. uitgave / V. Kachitvichyanukul; U. Purintrapiban; P. Utayopas. Nakornpathom, 2005. blz. 126-131.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › peer review

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AU - Van Loock, Raf

AU - Pastijn, Hugo

PY - 2005

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N2 - We try to find the best configuration of a stochastic dis- crete-event simulation model when multiple criteria are simultaneously involved in the decision making process. We develop and investigate the performance of a genetic algorithm that makes use of an interval-based variant of the Prométhée MCDM-method to calculate the fitness of the chromosomes. We illustrate the performance of this algo- rithm by applying it for the optimization of a simulation model for incident management in a call centre.

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KW - multicriteria decision making

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M3 - Conferentiebijdrage

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BT - Proceedings of SIMMOD2005 – Int. Conf. on Simulation and Modeling 2005, January 17-19 2005, Nakornpathom, Thailand

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