• 제목/요약/키워드: Military Operations

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빅데이터를 통한 공격작전 승리요인 효과측정도구 개발 및 분석 : KCTC 훈련사례를 중심으로 (Development and Application of Effect Measurement Tool for Victory Factors in Offensive Operations Using Big Data Analytics)

  • 김각규;김대성
    • 한국경영과학회지
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    • 제39권2호
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    • pp.111-130
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    • 2014
  • For the key factors determining victory of combat, many works have been focusing on qualitative analyses in the past. As military training paradigm changes along with technology developments, demands for scientific analysis to prepare future military strength increase regarding military training results, and big data analysis has opened such possibility. We analyze the data from KCTC (Korea Combat Training Center) training to investigate the factors affected victory in offensive operations. In this context, we develop a way to measure the victory and the factors related to it from existing studies and military doctrines. We first identify Independent variables that affect offensive operations through variable selection and propose a mathematical model to explain combat victory by performing multiple regression analysis. We also verify our results with battalion-level live training data as well as previous studies on victory factors in the military doctrines.

군사 작전계획을 위한 모델링 시뮬레이션 활용 방안 연구 (A Study on the Application of Modeling and Simulation for Planing Military Operations)

  • 정완희
    • 대한산업공학회지
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    • 제41권1호
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    • pp.79-85
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    • 2015
  • Modeling and simulation has widely been used in the weapon systems acquisition, the military training, and the warfighting experimentation. A study of the warfighting experimentation had been relatively scarce in comparison to other fields (acquisition, training). The main reasons are 1) reliability of simulation model isn't sufficient and 2) collaboration between professional groups is too difficult. To solve this problem, the application framework of warfighting experimentation for military operations was proposed. And through the framework, the case study about sea fight was fulfilled. This framework provides connectivity between warfighting experimentation and military operations planning procedure. With improved reliability, active application of warfighting experimentation could contribute to fighting capability.

요격미사일 배치문제에 대한 하이브리드 유전알고리듬 적용방법 연구 (An Application of a Hybrid Genetic Algorithm on Missile Interceptor Allocation Problem)

  • 한현진
    • 한국국방경영분석학회지
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    • 제35권3호
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    • pp.47-59
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    • 2009
  • A hybrid Genetic Algorithm is applied to military resource allocation problem. Since military uses many resources in order to maximize its ability, optimization technique has been widely used for analysing resource allocation problem. However, most of the military resource allocation problems are too complicate to solve through the traditional operations research solution tools. Recent innovation in computer technology from the academy makes it possible to apply heuristic approach such as Genetic Algorithm(GA), Simulated Annealing(SA) and Tabu Search(TS) to combinatorial problems which were not addressed by previous operations research tools. In this study, a hybrid Genetic Algorithm which reinforces GA by applying local search algorithm is introduced in order to address military optimization problem. The computational result of hybrid Genetic Algorithm on Missile Interceptor Allocation problem demonstrates its efficiency by comparing its result with that of a simple Genetic Algorithm.

국방예산책정의 외국사례연구 (A Study on the Determination of Military Expenditures in Foreign Countries)

  • 이경헌
    • 한국국방경영분석학회지
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    • 제8권2호
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    • pp.3-16
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    • 1982
  • Under the assumption that the size of military expenditures is largely determined by economic potential and military requirements as well, this paper conducts an econometric analysis for the purpose of predicting Korea's military expenditures using a technique of pooling time-series data (1967-1976) and cross-section data(95 countries) on the percentage of military expenditures to GNP (Cross National Product) and economic growth rate.

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