系统仿真学报 ›› 2015, Vol. 27 ›› Issue (9): 2056-2065.

• 人工智能与仿真 • 上一篇    下一篇

基于作战仿真案例推理的陆军装备保障需求测算方法研究

谭亚新, 范锐, 肖栋   

  1. 装甲兵工程学院装备指挥与管理系,北京 100072
  • 收稿日期:2015-04-05 修回日期:2015-07-06 出版日期:2015-09-08 发布日期:2020-08-07
  • 作者简介:谭亚新(1979-),男,湖南湘潭,博士,讲师,研究方向为作战仿真、仿真可信性;范锐(1979-),男,湖北宜昌,博士,讲师,研究方向为作战仿真,通信仿真;肖栋(1982-),男,湖北武汉,硕士,参谋,研究方向为装备作战仿真。

Research on Prediction Method of Army Equipment Support Requirement Based on Operation Simulation Case- Reasoning

Tan Yaxin, Fan Rui, Xiao Dong   

  1. Department of Equipment Command and Management, The Academy of Armored Forces Engineering, Beijing 100072, China
  • Received:2015-04-05 Revised:2015-07-06 Online:2015-09-08 Published:2020-08-07

摘要: 针对陆军装备保障需求测算问题,提出了基于作战仿真案例推理的装备保障需求测算方法。基于作战的特点确定了基于特征向量的案例表示方法,提出了基于主案例—子案例的组织结构,以及基于主案例—子案例与最邻近算法相结合的案例检索算法,并根据不同的案例属性研究和改进了适合不同属性的相似度算法,提出了案例推理的总体流程。建立了作战仿真案例库,并基于仿真案例推理得到了某作战的装备保障需求测算结果,证明了该算法的有效性和可信性。

关键词: 作战仿真, 案例推理, 装备保障, 需求测算

Abstract: Aiming at the question of army equipment support requirement prediction, a new mechanism based on simulation case-based reasoning was proposed. The method was given how to describe the simulation case based on characteristic vector, and put forward the constriction of simulation case which contains primary case and accessory case, and two-steps reasoning mechanism using the conception of similarity was researched. Then, some algorithms of similarity between cases were improved and the general flow was expounded. The operation simulation case library was built applying in the requirement prediction of army equipment support. The result of reasoning proves the effectivity and credibility of this method.

Key words: operation simulation, case reasoning, equipment support, requirement prediction

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