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Some experimental results relevant to the optimization of configuration and planning problems.

Pitiot, Paul and Aldanondo, Michel and Vareilles, Elise and Zhang, Linda and Coudert, Thierry Some experimental results relevant to the optimization of configuration and planning problems. (2012) In: 20th International symposium on methodologies for intelligent systems - ISMIS, 4 December 2012 - 7 December 2012 (Macau, China).

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Official URL: http://dblp.uni-trier.de/db/conf/ismis/ismis2012.html#PitiotAVZC12

Abstract

This communication deals with mass customization and the association of the product configuration task with the planning of its production process while trying to minimize cost and cycle time. We consider a two steps approach that first permit to interactively (with the customer) achieve a first product configuration and first process plan (thanks to non-negotiable requirements) and then optimize both of them (with remaining negotiable requirements). This communication concerns the second optimization step. Our oal is to evaluate a recent evolutionary algorithm (EA). As both problems are considered as constraints satisfaction problems, the optimization problem is constrained. Therefore the considered EA was selected and adapted to fit the problem. The experimentations will compare the EA with a conventional branch and bound according to the problem size and the density of constraints. The hypervolume metric is used for comparison.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer-Verlag editor. The definitive version is available at : http://link.springer.com/chapter/10.1007%2F978-3-642-34624-8_35
HAL Id:hal-00963666
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Ecole nationale supérieure des Mines d'Albi-Carmaux - IMT Mines Albi (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > Université Catholique de Lille (FRANCE)
Other partners > Université Lille 1, Sciences et Technologies - Lille 1 (FRANCE)
Laboratory name:
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Deposited By: Thierry Coudert
Deposited On:10 Apr 2013 08:35

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