针对联合作战筹划过程中的不确定性资源调度问题，设计了基于资源流的反应式调度模型；针对调度过程中的时间不确定性，提出了模糊数建模方法；针对资源调度过程中的资源不确定性，提出了基于双重优先级的优势资源竞争方法，并通过遗传算法进行全局寻优，针对任务不确定性问题，设计了反应式鲁棒策略模型，并实验验证了模型的有效性。
Aimed at the resource scheduling in joint operation planning, a reactive scheduling framework based on resource flow is proposed. To tackle the time uncertainty in the scheduling process, a method of fuzzy number modeling is proposed. To deal with the resource uncertainty in the scheduling process, a resource competition method based on double priority is proposed, and the global optimal solution is searched by genetic algorithm. For the problem of mission uncertainty, a reactive robust strategy model is designed. The validity of the model is verified by experiments.
[1] Townsend S. Joint publication 5-0, joint planning[J/OL].[2017-6-16]. Joint Force Quarterly, https://www.questia.com/magazine/1G1-513642089/joint-publication-5-0-joint-planning.
[2] 谢斌, 林华. 联合战场资源调度问题综述[J]. 舰船电子工程, 2013, 33(10):23-26.
[3] 何立华. 资源不确定条件下项目调度多目标优化研究[D]. 天津:天津大学, 2013.
[4] 刘兆鹏, 柳少军, 司光亚, 等. 面向推演分析的联合作战方案概念建模研究[J]. 系统仿真学报, 2018, 30(12):4563-4573.
[5] 加拉卜, 诺, 特拉韦尔索. 自动规划:理论和实践[M]. 姜云飞, 杨强, 凌应标, 等译. 北京:清华大学出版社, 2008.
[6] Multilateral Interoperability Programme. Overview of the jonit C3 intormation exchange data model[EB/OL].[2015-05-03]. https://mipsite.lsec.dnd.ca/Public%20Document%20Libr-ary/04-baseline_3.1/Interface-Specification/JC3IEDM/JC3IEDM-Overview-3.1.4.pdf.
[7] HerroeLen W, Leus R. Robust and reactive project sheduling:A review and classification of procedures[J]. International Journal of Production Research, 2004, 42(8):1599-1620.
[8] HerroeLen W, Leus R. Project scheduling under uncertainty:Survey and research petentials[J]. Europen Journal of Operational Research, 2005, 165(2):289-306.
[9] 王勇胜, 梁昌勇. 资源约束项目调度鲁棒性研究的现状与展望[J]. 中国科技论坛, 2009:95-99.
[10] 张沙清, 陈新度, 陈庆新, 等. 不确定环境下生产项目调度研究综述与展望[J]. 计算机应用研究, 2011, 28(3):809-814.
[11] 李洪波, 徐哲. 鲁棒项目调度研究综述[J]. 系统工程, 2014, 32(2):123-131.
[12] 田文迪, 胡慕海, 崔南方. 不确定性环境下鲁棒性项目调度研究综述[J]. 系统工程学报, 2014, 29(1):135-144.
[13] 何正文, 宁敏静, 徐渝. 牵涉行及反应性项目调度方法研究综述[J]. 运筹于管理, 2016, 25(5):278-287.
[14] Demeulemeester E, Herroelen W. Robust project sheduling[J]. Foundations and Trends in Technology, Information and OM, 2009, 3(3/4):201-376.
[15] Smith S F. Reactive scheduling systems[J]. Intelligent scheduling systems, 1995, 3:155-192.
[16] 张迎新. 不确定环境下军事任务计划建模与优化方法研究[D]. 长沙:国防科学技术大学, 2014.
[17] Blazewicz J, Lenstra J K, Kan A H G R. Scheduling subject to resource constraint:Classification and complexity[J]. Distrete Applied Mathematics, 1983(5):11-24.
[18] 乔士东. 先进作战运筹系统[M]. 长沙:国防科技大学出版社, 2012.
