| 引用本文: | 刘亚杰,陈森,徐凤麟.抢险救灾非战争军事行动中应急资源调度网络的优化方法.[J].国防科技大学学报,2012,34(4):68-73.[点击复制] |
| LIU Yajie,CHEN Sen,XU Fenglin.Optimization method of resource scheduling network for emergency disaster relief within military operations other than war[J].Journal of National University of Defense Technology,2012,34(4):68-73[点击复制] |
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| 抢险救灾非战争军事行动中应急资源调度网络的优化方法 |
| 刘亚杰1, 陈森2, 徐凤麟2 |
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(1.国防科技大学 信息系统与管理学院，湖南 长沙 410073;2.75660部队，广西 桂林 541002)
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| 摘要: |
| 抢险救灾非战争军事行动包括道路抢修和物资运输等任务，而这两类任务在灾后应急资源调度中存在关联性的影响，且面临路网结构可变及需求随机模糊等挑战，对此，提出了一种非确定性应急资源调度网络双层规划模型，设计了基于蒙特卡洛方法与遗传算法耦合的智能启发式求解策略。通过对典型情境下应急资源调度案例进行分析建模和数值求解，说明了该模型和算法的合理性和有效性。 |
| 关键词: 抢险救灾 应急资源调度 路网结构可变 随机模糊变量 双层规划模型 智能启发算法 |
| DOI： |
| 投稿日期：2012-01-06 |
| 基金项目:国家自然科学基金资助项目(70971132,91024006) |
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| Optimization method of resource scheduling network for emergency disaster relief within military operations other than war |
| LIU Yajie1, CHEN Sen2, XU Fenglin2 |
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(1.College of Information System and Management, National University of Defense Technology, Changsha 410073, China;2.PLA Unit 75660, Guilin 541002, China)
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| Abstract: |
| The tasks of disaster relief campaign within military operations other than war comprise emergency roadway repair and relief distribution; however, there exists interrelationship between the two kinds of tasks, and some other challenges, such as fuzzy stochastic demand and variable network structure, are also confronted in scheduling of this kind of campaign. According to the above situation, a bi-level hierarchy optimization model for emergency resource scheduling in a network with non-deterministic attributes was proposed, and a hybrid intelligent heuristic algorithm which combines fuzzy random simulation with improved genetic algorithm was also designed. At last, a data case was presented to highlight the significance of the proposed model as well as the efficacy of the designed algorithm. |
| Keywords: disaster relief emergency resources scheduling variable network structure fuzzy stochastic variable bi-level hierarchy programming model intelligent algorithm with heuristic |
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