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Title: Transport logistics planning with service-level constraints
Authors: Lau, H.C. 
Ng, K.M. 
Wu, X.
Issue Date: 2004
Citation: Lau, H.C.,Ng, K.M.,Wu, X. (2004). Transport logistics planning with service-level constraints. Proceedings of the National Conference on Artificial Intelligence : 519-524. ScholarBank@NUS Repository.
Abstract: In this paper, we study a logistics problem arising in military transport planning. A military organization operates a large fleet of vehicles in a depot to serve the requests of various operational units. Each request has a fixed start and end time, and is served by a prescribed number of vehicles. We address the following two problems: (1) how many vehicles are at least needed to meet a given service level of requests; and (2) suppose we allow each request to shift its start time by a constant duration, can all the requests be met? A Niche genetic algorithm, together with a hybridized variant, are applied to the problem.
Source Title: Proceedings of the National Conference on Artificial Intelligence
Appears in Collections:Staff Publications

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