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An Application of a Hybrid Genetic Algorithm on Missile Interceptor Allocation Problem
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  • An Application of a Hybrid Genetic Algorithm on Missile Interceptor Allocation Problem
  • An Application of a Hybrid Genetic Algorithm on Missile Interceptor Allocation Problem
저자명
한현진,Han. Hyun-Jin
간행물명
한국국방경영분석학회지
권/호정보
2009년|35권 3호|pp.47-59 (13 pages)
발행정보
한국국방경영분석학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

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.