Journal of Systems Engineering and Electronics ›› 2012, Vol. 34 ›› Issue (9): 1852-1858.doi: 10.3969/j.issn.1001-506X.2012.09.18

• 系统工程 • 上一篇    下一篇

面向抢险救灾非战争军事行动的动员优化模型及算法

刘亚杰, 张涛, 雷洪涛, 郭波   

  1. 国防科学技术大学信息系统与管理学院, 湖南 长沙 410073
  • 出版日期:2012-09-19 发布日期:2010-01-03

Optimization model and its algorithm for mobilization of disaster relief of nonwar operations

LIU Yajie, ZHANG Tao, LEI Hongtao, GUO Bo   

  1. College of Information System and Management, National University of Defense Technology, Changsha 410073, China
  • Online:2012-09-19 Published:2010-01-03

摘要:

鉴于抢险救灾非战争军事行动应急动员的组织和调度不仅面临多种不确定性因素的影响,还要考虑多救援品的前送、伤病员的后送以及受灾群众的转移等多类需求,建立了一个两阶段多目标随机整数规划模型。以最大化系统的综合满意度期望值且最小化系统的总体期望动员成本,其决策对象包括各类救援品、医疗设施、临时安置场的扩容水平等非情景变量以及每种情景下的运输调度总体预案,并根据模型的结构特点提出了一种基于情景分解的快速求解算法。最后,通过数据实例对所建模型和所提算法的有效性进行了验证。

Abstract:

In organizing and scheduling the mobilization of disaster relief of non-war operations, some ne-cessary issues, i.e., the uncertainty environment conditions, the varied requirements on forward transportation of multi-commodities, backwarddelivery of wounded people and the transfer of displaced population, must be concerned. A twostage stochastic mixed integer model with multiple objectives for disaster relief mobilization is proposed to determine the scenarioindependent decision variables that include the expandable levels of relief commodities, medical facilities and temporary shelters, as well as the overall transportation plans under each scenario. The objectives of the proposed model are to maximize the overall expected satisfaction ratio while minimizing the expected cost of the mobilization system. Furthermore, an efficient heuristic algorithm with the concept of scenario decomposition is developed according to the structure of the proposed model. Finally, the efficiency of the proposed model and the algorithm is validated by a data case.