DOAJ Open Access 2023

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

JIANG Jia-rui, XU Guo-liang, WANG Tuan-tuan

Lihat Sumber DOI

Abstrak

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.

Topik & Kata Kunci

Military Science

Penulis (1)

JIANG Jia-rui, XU Guo-liang, WANG Tuan-tuan

Format Sitasi

APA MLA BibTeX

Tuan-tuan, J.J.X.G.W. (2023). An algorithm for joint air defense problem based on improved r-NSGA-Ⅱ algorithm. https://doi.org/10.3969/j.issn.1673-3819.2023.01.013

Akses Cepat

Lihat di Sumber doi.org/10.3969/j.issn.1673-3819.2023.01.013

Informasi Jurnal

Tahun Terbit: 2023
Sumber Database: DOAJ
DOI: 10.3969/j.issn.1673-3819.2023.01.013
Akses: Open Access ✓