Optimal Allocation Model of Air Defense Firepower Resources Based on IGHS

被引：0
|
作者：
Shi H. [1 ]
Long Y. [2 ]
Zeng L. [2 ]
机构：
[1] Operation Software and Simulation Institute, Dalian Naval Academy, Dalian
[2] School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu
来源：
Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China | 2021年 / 50卷 / 05期
关键词：
Damage probability; Formation air defense; Improved global best harmony search algorithm; Optimal allocation model; Resource consumption;
D O I：
10.12178/1001-0548.2021033
中图分类号：
学科分类号：
摘要：
Given the increasingly diversified air defense resources in modern air defense operations, how to effectively allocate the existing combat resources to maximize the overall benefit is the key to win in air defense. Aiming at the problem, with all combat resources of each combat platform regarded as a resource pool, an optimal allocation model of air defense firepower resources is proposed in this paper to balance the relationship between damage probability and resource consumption. At the same time, an improved global best harmony search algorithm is proposed and applied to the model to realize the efficient solution of the model. Finally, the effectiveness of the proposed method is verified by the simulation experiments in the case of simple data scale and complex one. © 2021, Editorial Board of Journal of the University of Electronic Science and Technology of China. All right reserved.
引用
收藏
页码：720 / 727
页数：7
相关论文
共 13 条
  • [1] SONG N, SANG Z Q., Research on threat discrimination and fire distribution of multiple air raid targets based on PCA, China Storage & Transport, 8, pp. 156-158, (2020)
  • [2] LEI M, XIE B., Air defense fire distribution based on cloud-genetic algorithm, Journal of System Simulation, 30, 9, pp. 3533-3537, (2018)
  • [3] SUN H W, XIE X F, PANG W, Et al., Integrated air defense firepower intelligence optimal assignment based on improved firepower assignment model, Control and Decision, 35, 5, pp. 1102-1112, (2020)
  • [4] ZHANG M S, XU K H., Optimal firepower distribution based on minimum firepower waste, Electronics Optics & Control, 27, 9, pp. 55-59, (2020)
  • [5] GUO Z J, MI Y L, XIAO Y, Et al., Application of improved contract net protocol on weapon target assignment of air defense combat, Modern Defence Technology, 45, 4, pp. 104-111, (2017)
  • [6] JIANG Q S, ZHENG B H, GUO L M., The application of inheritance arithmetic to aerial defence fire distribution of ship formation, Fire Control and Command Control, S1, pp. 180-182, (2005)
  • [7] ZHUO G B., Research on radio resource allocation algorithms for D2D communication in cellular networks, (2020)
  • [8] CHENG J, LI Y, REN W., Application of enhanced particle swarm optimization algorithm in antiaircraft fire distribution, Ordnance Industry Automation, 4, pp. 10-11, (2008)
  • [9] XU P C, SHU J S, WU J, Et al., Optimization of joint air defense target allocation based on improved genetic algorithm, Ship Electronic Engineering, 40, 11, pp. 30-33, (2020)
  • [10] WANG L C, QIAO Y J, LI Y S., Optimization algorithm for weapon target assignment based on CE-CAPSO, Fire Control & Command Control, 45, 11, pp. 82-87, (2020)
12