Journal of the Korean Operations Research and Management Science Society (한국경영과학회지)

The Korean Operations Research and Management Science Society (한국경영과학회)
권호 표지

The Optimal Allocation Model for SAM Using Multi-Heuristic Algorithm : Focused on Aircraft Defense

복합 휴리스틱 알고리즘을 이용한 지대공 유도무기 최적배치 모형 : 항공기 방어를 중심으로

  • Published : 2009.12.31
Download PDF
⟨ Previous Next ⟩

Abstract

In korean peninsular, aircraft defense with SAM (Surface-to-Air Missile) is very important because of short range of combat space in depth. Effective and successful defense operation largely depends on two factors, SAM's location and the number of SAM for each target based on missile's availability in each SAM's location. However, most previous papers have handled only the former. In this paper, we developed Set covering model which can handle both factors simultaneously and Multi-heuristic algorithm for solving allocation problem of the batteries and missile assignment problem in each battery. Genetic algorithm is used to decide optimal location of the batteries. To determine the number of SAM, a heuristic algorithm is applied for solving missile assignment problem. If the proposed model is applied to allocation of SAM, it will improve the effectiveness of air defense operations.

Keywords

References

  1. Baek, J.W., A Study on Optimal Allocation Model for Additive SAM-X by Using Simulated Annealing Algorithm, MS Thesis, National Defense University, Seoul, Korea, 2004
  2. Garey, M.R. and Johnson, D.S., Computers and Intractability : A Guide to the Theory of NP-Completeness, W.H. Freeman and Co., New York, 1979
  3. Jung, C.Y., A Study on Optimal Allocation for PATRIOT by Using Integer Programming, MS Thesis, National Defense University, Seoul, Korea, 2005
  4. Kim, S.B., A study on Optimal Allocation Model for SAM-X by using Set Covering Model, MS Thesis, National Defense University, Seoul, Korea, 2003
  5. Kim, S.I., Optimal Location of Military Facilities-Reliability Maximizing Set Covering Model and its Algorithm, Preceeding of Symposium, Korea Military Academy, Seoul, Korea, 1987
  6. Lee, J.Y. and K.H. Kwak, The Optimal Allocation Model for SAM Using Multi-Heuristic Algorithm : Focused en Theater Ballistic Missile Defense, Journal of the Korean Institute of Industrial Engineers, IE Interfaces, Vol.21. No.3(2008), pp.262-273
  7. Oh, W.M., Optimal Deployment Strategy of Patriot Missile, MS Thesis, Korea University' Seoul, Korea, 1993
  8. Oh, J.S., On a Set Covering Model to Maximize Reliability, Journal of Military Operations Research Society of Korea, 1982
  9. Republic of Korea Air Force, Air Force Manual 0-2-5(Air Defense Artillery Operations), Republic of Korea Air Force, Daejeon, Korea, 2000
  10. Shooman, M.L., Probabilistic Reliability, An Engineering Approach, McGraw-Hill Book Co., Inc., New York, 1968
  11. Wall, Matthew, GAlib : Matthew's Genetic Algorithms Library web site, http://lancet.mit.edu/ga