본문 바로가기
KERD
논문KCI 등재

작전 및 군수 효율성을 고려한 한국공군 전투기별 무장 최적 선정 모형

An Optimal Matching Model of ROKAF Aircraft Type and its Weapons Considering Air Operation and Logistics Efficiency

0

조회

0

다운로드

0

인용

0

참고문헌

키워드

주제분류산업공학

초록

This study proposes a mathematical model to optimize the fighter aircraft-weapon combinations for the ROKAF(Republic Of Korea Air Force). With the recent emergence of the population declining issue in Republic of Korea, there is an urgent need for efficient weapon system operations in light of decreasing military personnel. In order to solve these issues, we consider to reduce the workload of pilots and maintenance personnel by operating an optimal number of weapons instead of deploying all possible armaments for each aircraft type. To achieve this, various factors for optimizing the fighter-weapon combinations were identified and quantified. A model was then constructed using goal programming, with the objective functions based on the compatibility, CEP(Circular Error Probable), and fire range of the weapons, along with the planned wartime mission-specific weapon ratios for each aircraft type. The experimental result's analysis of the proposed model indicate a significant increase in mission performance efficiency compared to the existing system in both operational and maintenance aspects. We hope that our model will be reflected to help improve the operational capabilities of Republic of Korea Air Force.

Abstract

This study proposes a mathematical model to optimize the fighter aircraft-weapon combinations for the ROKAF(Republic Of Korea Air Force). With the recent emergence of the population declining issue in Republic of Korea, there is an urgent need for efficient weapon system operations in light of decreasing military personnel. In order to solve these issues, we consider to reduce the workload of pilots and maintenance personnel by operating an optimal number of weapons instead of deploying all possible armaments for each aircraft type. To achieve this, various factors for optimizing the fighter-weapon combinations were identified and quantified. A model was then constructed using goal programming, with the objective functions based on the compatibility, CEP(Circular Error Probable), and fire range of the weapons, along with the planned wartime mission-specific weapon ratios for each aircraft type. The experimental result's analysis of the proposed model indicate a significant increase in mission performance efficiency compared to the existing system in both operational and maintenance aspects. We hope that our model will be reflected to help improve the operational capabilities of Republic of Korea Air Force.

참고문헌 (22)

  1. Ahuja, R. K., "Exact and heuristic algorithms for the weapon target assignment problem", Operations Research, 55(6), pp.1136~1146 (2007)
  2. Castro, D.R., "Optimization Models for Allocation of Air Strike Assets with Persistence", master, pp.2002
  3. Cho, S. H., "Combinatorial Optimization Model of Air Strike Packages based on Target Groups", Korean Institute of Industrial Engineers, 42(6), pp.386~394 (2016)
  4. Gale, D., "College admissions and the stability of marriage", The American Mathematical Monthly, 69(6), pp.9~15 (1962)
  5. Griggs, B.J., "An Air Mission Planning Algorithm for a Theater Level Combat Model", master, pp.1994
  6. Hogan, V., "Matching in groups: A theoretical and empirical study", PhD, Department of Economics, pp.2013
  7. Jung, B. J., "Aircraft Allocation Model : Application of the Goal Programming", Journal of the Military Operations Research Society of Korea, 20(1), pp.49~79 (1994)
  8. Klaus, B., "Stable matchings and preferences of couples", Journal of Economic Theory, 121(1), pp.75~106 (2005)
  9. Kim, H. S., "New Mathematical Model and Parallel Hybrid Genetic Algorithm for the Optimal Assignment of Strike packages to Targets", Journal of the Korea Institute of Military Science and Technology, 20(4), pp.566~578 (2017)
  10. Lee, D. R., "The Optimal Allocation of Aircrafts to Targets by Using Mixed Integer Programming", Journal of the Korean Operations Research and Management Science Society, 25(1), pp.55~74 (2008)
  11. Lee, H., "A Study on Aircraft-Target Assignment Problem in Consideration of Deconfliction", Korean Management Science Review, 32(1), pp.49~63 (2015)
  12. Shimada N., "Multi-objective Optimization Models for Many-to-one Matching Problems", Journal of Information Processing, 28, pp.406~412 (2020)
  13. ROKAF Air and Space Combat Development wing, "A handbook of the latest aerospace weapons", ~ (2024)
  14. ROKAF Air Combat Command, "F-16C", D Flight Manual, 2023
  15. ROKAF Air Combat Command, "KF-16C", D Flight Manual, 2023
  16. ROKAF Air Combat Command, "F-15K Flight Manual", ~ (2023)
  17. ROKAF Air Combat Command, "FA-50 Flight Manual", ~ (2023)
  18. ROKAF Air Combat Command, "F-35A Flight Manual", ~ (2022)
  19. ROKAF Headquarters, "Korea Weapons File", ~ (2023)
  20. ROKAF Headquarters, "Operations", ~ (2023)
  21. Roth, A. E., "The redesign of the matching market for American physicians : Some engineering aspects of economic designs", American Economic Review, 89(4), pp.748~780 (1999)

관련 논문AI추천

이 간행물의 다른 논문 (20건)