Multicriteria Optimisation and Simulation: An Industrial Application

Duvivier, David;Artiba, Abdelhakim;Meskens, Nadine;Dhaevers, Valérie;Roux, Olivier
(2007) Annals of Operations Research — Vol. 156 (2007)

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Authors
  • Duvivier, DavidFUCaM
    Author
  • Artiba, AbdelhakimFUCaM
    Author
  • Meskens, Nadineorcid-logoUCLouvain
    Author
  • Dhaevers, ValérieFUCaM
    Author
  • Roux, OlivierFUCaM
    Author
Abstract
(en) This paper deals with multicriteria discrete-continuous problems of scheduling nonpreemptable jobs. The need for reusability and modularity leads us to build a "generic" optimisation and simulation framework, while the need to quickly generate good compromises between conflicting objectives requires the implementation of multicriteria scheduling models. This paper describes the practical possibilities of three hybrid models within this framework. The validation of the framework is presented in terms of its application to a real, highly constrained, discrete-continuous problem. The optimisation model is based on the hybridisation of a classical hill-climber meta-heuristic with the Promethee II multicriteria method.
Affiliations
  • Louvain School of ManagementAccounting & Finance

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Duvivier, D., Artiba, A., Meskens, N., Dhaevers, V., & Roux, O. (2007). Multicriteria Optimisation and Simulation: An Industrial Application. Annals of Operations Research, 156. https://doi.org/10.1007/s10479-007-0228-7 (Original work published 2007)