An algorithm for joint air defense problem based on improved r-NSGA-Ⅱ algorithm

Based on the air defense and antimissile operations of traditional kinetic energy weapons and modern high-energy laser weapons, a dynamic weapon target assignment model of heterogeneous defense weapons with multiple tactical targets is established; Considering the commander's choice preference,...

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Bibliographic Details
Main Author: JIANG Jia-rui, XU Guo-liang, WANG Tuan-tuan
Format: Article
Language:zho
Published: Editorial Office of Command Control and Simulation 2023-02-01
Series:Zhihui kongzhi yu fangzhen
Subjects:
Online Access:https://www.zhkzyfz.cn/fileup/1673-3819/PDF/1676862393269-855788317.pdf
Description
Summary:Based on the air defense and antimissile operations of traditional kinetic energy weapons and modern high-energy laser weapons, a dynamic weapon target assignment model of heterogeneous defense weapons with multiple tactical targets is established; Considering the commander's choice preference, the optimization framework of weapon target allocation based on improved r-NSGA-Ⅱ algorithm is proposed, and the specific optimization process is given; Based on the specific operational scenario, the design experiment is designed to compare the improved r-NSGA-Ⅱ algorithm with NSGA-Ⅱ, NSGA-Ⅲ, MOEA/D and other classical algorithms in terms of convergence, distribution, time complexity and other performance indicators. The experimental results show that the improved r-NSGA-Ⅱ algorithm can better reflect the commander's operational preferences and intentions while ensuring the computational efficiency.
ISSN:1673-3819