한국군사과학기술학회지 (Journal of the Korea Institute of Military Science and Technology)

  • 제13권1호
  • /
  • Pages.1-8
  • /
  • 2010
  • /
  • 1598-9127(pISSN)
  • /
  • 2636-0640(eISSN)
한국군사과학기술학회 (The Korea Institute of Military Science and Technology)
권호 표지

Munkres 최적할당 기법을 적용한 무기할당 알고리즘

A Weapon Assignment Algorithm Using the Munkres Optimal Assignment Method

  • 투고 : 2009.09.07
  • 심사 : 2009.11.20
  • 발행 : 2010.01.05
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

This paper presents global and optimal solution for weapon assignment problems using the Munkres assignment algorithm. We propose a new modeling method of weapon assignment problems concerning some constraints of weapon systems. In this paper, we compares the Munkres weapon assignment algorithm with two other algorithms employing a search tree model in terms of computational complexity and performance. One is an optimal algorithm using exhausted search and the other is a greedy algorithm which selects the first search result as a solution. The experiment results show that the Munkres weapon assignment algorithm has better performance and less computational complexity in comparison with the two other algorithms.

키워드

참고문헌

  1. Lloyd S. P., H. S. W., "Weapons Allocation is NP-complete", Proceedings of the IEEE Summer Simulation Conference, Reno, Nevada, 1986.
  2. Cai Huaiping, Liu Jingxu, Chen Yingwu, Wang Hao, "Survey of the Research on Dynamic Weapon-Target Assignment Problem", Journal of Systems Engineering and Electronics, Vol. 17, No. 3, pp. 559-565, 2006. https://doi.org/10.1016/S1004-4132(06)60097-2
  3. Huang P. P. K., "An Autonomous Optimal Weapon Assignment Algorithm for Ship Self-Defence", IEEE International Conference, Vol. 3, pp. 2545-3549, 1994.
  4. Khosla D., "Hybrid Genetic Approach for the Dynamic Weapon-Target Allocation Problem", Proceedings of SPIE, 4396, pp. 248-263, 2001.
  5. Lee Zne-Jung, S-F S, Chou-Yuan Lee, "Efficiently Solving General Weapon-Target Assignment Problem by Genetic Algorithms with Greed Eugenics", IEEE Journal on Systems and Cybernetics-Part B : Cybernetics, 2003.
  6. Li Hongrui, Miao Yan, "WTA with the Maximum Kill Probability Based on Simulated Annealing Algorithms", The Special Committee of C2 and Computer of the Electronic Technology Academic Committee of China, Ship Engineering Society. Academia Conference, pp. 436-440, 2000.
  7. Rosenberger Jay M, Hee Su, Hwang A Y, et al., "The Generalized Weapon Target Assignment Problem", The 10th International Command and Control Research and Technology Symposium on the Future of C2, McLean, VA, pp. 2-11, 2005.
  8. Harold W. Kuhn, "The Hungarian Method for the Assignment Problem", Naval Research Logistics Quarterly, Kuhn's Original Publication, pp. 83-97, 1955.
  9. J. Munkres, "Algorithms for the Assignment and Transportation Problems", Journal of the Society of Industrial and Applied Mathematics, Vol. 5, No. 1, pp. 32-38, 1957. https://doi.org/10.1137/0105003