Modeling of synchronous weapon target assignment problem for howitzer based defense line

被引:0
|
作者
Altinoz, O. Tolga [1 ]
机构
[1] Ankara Univ, Dept Elect & Elect Engn, Ankara, Turkey
关键词
weapon-target assignment; genetic algorithm; particle swarm optimization; differential evolution; artificial bee colony; bees algorithm; firefly algorithm; simulated annealing; invasive weed optimization; NSGA-II; MOEAD; MOPSO; GENETIC ALGORITHM; OPTIMIZATION; MOEA/D;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Weapon-target assignment (WTA) is a combinatorial optimization problem in the NP-hard category. The problem is to assign targets to weapons in order to ensure that the targets are eliminated with weapons in the most effective way. This problem, which can be discussed on different scenarios, is called static or dynamic according to the definition of the problem. In this study, the target value and hit probability values will be assigned according to the position of the target and the weapon. The WTA problem will be analyzed in different cases and solved using optimization algorithms. Howitzer will be chosen as weapon and four different types of targets will be offered to get solutions through different scenarios. Three different WTA problems will be examined. The first two scenarios will be solved with single-objective optimization algorithms, and the last case will be modeled as a multi-objective optimization problem.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Modeling Weapon Target Assignment of Air Defense Based on CPN and MAS
    Gao Jiale
    Wang Gang
    Yao Xiaoqiang
    Xiao Jinke
    2015 CHINESE AUTOMATION CONGRESS (CAC), 2015, : 161 - 165
  • [2] The Robust Weapon Target Assignment Problem
    Park, Jungho
    El-Amine, Hadi
    MILITARY OPERATIONS RESEARCH, 2023, 28 (01)
  • [3] The Weapon-Target Assignment Problem
    Kline, Alexander
    Ahner, Darryl
    Hill, Raymond
    COMPUTERS & OPERATIONS RESEARCH, 2019, 105 : 226 - 236
  • [4] Modeling and Optimization of Weapon-target Assignment for Group Targets Defense Based on NSGA-Ⅲ Algorithm
    Nie J.
    Chen X.
    Su Q.
    Binggong Xuebao/Acta Armamentarii, 2021, 42 (08): : 1771 - 1779
  • [5] Weapon-target assignment problem based on hybrid ACA
    Lu Hou-qing
    Zhang Yong-li
    Yu Qin
    Li Hong-wei
    Zhang Xiao-juan
    2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 1813 - +
  • [6] An Efficient Algorithm for the Weapon Target Assignment Problem
    Ma, Feng
    Ni, Mingfang
    Gao, Bin
    Yu, Zhanke
    2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2015, : 2093 - 2097
  • [7] Weapon Target Assignment Decision Based on Markov Decision Process in Air Defense
    Ma, Yaofei
    Chou, Chaohong
    SYSTEM SIMULATION AND SCIENTIFIC COMPUTING, PT II, 2012, 327 : 353 - 360
  • [8] Modeling and decision-making of multi-target optimization assignment for aerial defense weapon
    College of Information Engineering, Beijing Technology and Business University, Beijing 100037, China
    不详
    Binggong Xuebao, 2007, 2 (228-231):
  • [9] A Standard Expert System For Weapon Target Assignment Problem
    Sahin, M. Alper
    Leblebicioglu, Kemal
    PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON PERFORMANCE EVALUATION OF COMPUTER AND TELECOMMUNICATION SYSTEMS, 2009, 41 (04): : 221 - +
  • [10] Backtracking algorithm for solving weapon target assignment problem
    Gui, Baoqi
    Cao, Qiying
    Zheng, Feng
    Huadong Chuanbo Gongye Xueyuan Xuebao/Journal of East China Shipbuilding Institute, 1998, 12 (04): : 52 - 56