최적화와 분할 방법을 이용한 항공기 표적 할당 연구
A Study on Aircraft-Target Assignment Problem in Consideration of Deconfliction
이혁(연세대학교 정보산업공학과); 이영훈(연세대학교); 김선훈(연세대학교 정보산업공학과)
32권 1호, 49~63쪽
초록
This paper investigates an aircraft-target assignment problem in consideration of deconfliction. The aircraft-targetassignment problem is the problem to assign available aircrafts and weapons to targets that should be attacked, wherethe objective function is to minimize the total expected damage of aircrafts. Deconfliction is the way of dividing airspacesfor aircraft flight to ensure the safety while performing the mission. In this paper, mixed integer programming modelis suggested, where it considers deconfliction between aircrafts. However, the suggested MIP model is non-linear andlimited to get solution for large size problem. The 2-phase decomposition model is suggested for efficiency and computation,where in the first phase target area is divided into sectors for deconfliction and in the second phase aircraftsand weapons are assigned to given targets for minimizing expected damage of aircraft. The proposed decompositionmodel shows outperforms the model developed for comparison in the computational experiment.
Abstract
This paper investigates an aircraft-target assignment problem in consideration of deconfliction. The aircraft-targetassignment problem is the problem to assign available aircrafts and weapons to targets that should be attacked, wherethe objective function is to minimize the total expected damage of aircrafts. Deconfliction is the way of dividing airspacesfor aircraft flight to ensure the safety while performing the mission. In this paper, mixed integer programming modelis suggested, where it considers deconfliction between aircrafts. However, the suggested MIP model is non-linear andlimited to get solution for large size problem. The 2-phase decomposition model is suggested for efficiency and computation,where in the first phase target area is divided into sectors for deconfliction and in the second phase aircraftsand weapons are assigned to given targets for minimizing expected damage of aircraft. The proposed decompositionmodel shows outperforms the model developed for comparison in the computational experiment.
- 발행기관:
- 한국경영과학회
- 분류:
- 경영학