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Title:
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Exploring Genetic Algorithms and Simulated Annealing for Immobile Location-Allocation Problem
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Author:
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Torrent-Fontbona, Ferran; Muñoz Solà, Víctor; López Ibáñez, Beatriz
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Abstract:
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Artificial Intelligence Research and Development - Proceedings of the 15th International Conference of the Catalan Association for Artificial Intelligence |
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Abstract:
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In this paper we introduce a new kind of immobile Location-Allocation problem that consists in determining the service each facility has to offer in order to maximize the covered demand given the positions of the customers and their service requirements and the positions of the immobile facilities. First, we provide a formalization of the problem and then we tackle the problem using two heuristic methods, genetic algorithms and simulated annealing, comparing the performance of both algorithms |
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Subject(s):
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-Algorismes genètics -- Congressos
-Optimització matemàtica -- Congressos
-Control automàtic -- Congressos
-Solució de problemes -- Congressos
-Mathematical optimization -- Congresses
-Computer algorithms -- Congresses
-Automatic control -- Congresses
-Problem solving -- Congresses |
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Rights:
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Tots els drets reservats
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Document type:
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Article
Article - Accepted version |
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Published by:
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IOS Press
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