Integrated vehicle fleet-sizing, leasing and dispatching policy in a shuttle service system

作者: Dong-Ping Song , John Dinwoodie , Michael Roe

DOI: 10.1080/13675560601081482

关键词: SimulationSizingDynamic programmingMarkov processFleet telematics systemOperations researchComputer scienceService systemFleet managementService (systems architecture)Markov decision process

摘要: In this paper, we aim to develop an integrated Markov model for fleet management decisions such as sizing, vehicle leasing, loaded dispatching and empty repositioning in a two-terminal shuttle service, where vehicles are moving between terminals satisfy random customer demands. The problem is approached two stages. the first stage, optimal policy (including leasing) derived with fixed size. second size optimised. provides framework examine detailed control structure of policy, which can lead much simpler near-optimal policies that easy interpret implement terminal managers. Numerical examples given demonstrate results.

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