Journal of KIISE (정보과학회 논문지)

Korean Institute of Information Scientists and Engineers (한국정보과학회)
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Designing an Algorithm for the Priority Deciding and Recommending of the Logistic Support with Stationary Distribution

Stationary 분포를 이용한 군수지원 우선순위 결정 및 추천 알고리즘 설계

  • 노기섭 (서울대학교 컴퓨터공학부) ;
  • 정시현 (서울대학교 컴퓨터공학부) ;
  • 김종권 (서울대학교 컴퓨터공학부) ;
  • 오하영 (숭실대학교 정보통신전자공학부)
  • Received : 2014.07.21
  • Accepted : 2014.10.14
  • Published : 2014.12.15
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Abstract

One of the important roles used to ensure victory in a war is to maximize the overall military forces and to make sure that the capability of the military forces can be sustained as much as possible. Although several researchers have proposed various possible methodologies for logistics support, no research trials have been undertaken to investigate logistics support that considers all relevant elements of such. Unlike previous in trials that consider and analyze the system fault ratio as the main methodology, we propose an approach that simultaneously decides and recommends logistic priority by reflecting and combining item costs, transportation, fault-ratio, and system complexity. Also, we designed an algorithm that can recommend optimized logistics support priority using stationary distribution.

전쟁에서의 승리를 담보하는 핵심적 역할 중 하나는 최적의 군수지원을 통해 전투력을 극대화하고 지속능력을 가능한 장기적으로 유지하는 것이다. 주요 무기체계의 효과적인 사용을 위한 다양한 군수지원 방법론이 지속적으로 제안되고 있으나, 모든 군수지원 요소를 종합적으로 고려한 군수지원 접근법에 대한 연구는 전무한 실정이다. 본 논문에서는 기존 군수지원의 주요 방법론 이었던 고장률 분석을 통한 접근법에서 벗어나, 비용, 수송, 고장률, 정비, 시스템 복잡도 등 군수지원의 다양한 요소를 종합적으로 식별하여, 각각의 영향력을 결합할 수 있는 방법론과 stationary 분포를 이용한 최적의 군수지원 우선순위를 결정하여 추천하는 알고리즘을 최초로 제안한다.

Keywords

Acknowledgement

Supported by : 한국연구재단

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