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|Title:||Transport logistics planning with service-level constraints|
|Authors:||Lau, H.C. |
|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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