Stochastic models for air cargo terminal manpower supply planning in long-term operations

Shangyao Yan, Chia Hung Chen, Miawjane Chen

研究成果: 雜誌貢獻期刊論文同行評審

14 引文 斯高帕斯(Scopus)

摘要

In this research, based on two deterministic-demand planning models, we established two long-term stochastic-demand planning models by incorporating the stochastic disturbances of manpower demands that occur in actual operations. The models are formulated as mixed integer linear programs that are solved using a mathematical programming solver. To compare the performance of the two stochastic-demand and two deterministic-demand planning models under the stochastic demands that occur in actual operations, we further develop a simulation-based evaluation method. Finally, we perform numerical tests using real operating data from a Taiwan air cargo terminal. The preliminary results show that the stochastic models could be useful for planning air cargo terminal manpower supply.

原文???core.languages.en_GB???
頁(從 - 到)261-275
頁數15
期刊Applied Stochastic Models in Business and Industry
24
發行號3
DOIs
出版狀態已出版 - 5月 2008

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