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Position Deployment Optimization of Maneuvering Conventional Missile Based on Improved Whale Optimization Algorithm

Authors :
Yaxiong Li
Xinwei Zhang
Jiufen Zhao
Xinzhi Yang
Mingyuan Xi
Source :
International Journal of Aerospace Engineering, Vol 2022 (2022)
Publication Year :
2022
Publisher :
Hindawi Limited, 2022.

Abstract

To reasonably allocate mobile conventional missile battle positions and improve the survivability and combat effectiveness of the missile weapon system, a missile position deployment optimization design model based on Mixed-Integer Nonlinear Programming (MINLP) is established. First, for the multilevel position network, an optimization model with the goal of maximizing the viability is established, and a two-stage solution method is proposed. Second, the whale optimization algorithm (WOA) is improved, and the convergence factor which changes nonlinearly with the number of evolution is introduced to coordinate the local development and global search ability of the algorithm. The diversity mutation operation is carried out on the optimal individual to reduce the probability of premature convergence of the algorithm, and the improved whale algorithm is used to solve the optimization model. Finally, the performance of the improved algorithm is verified by example analysis and simulation experiments, which provides a reference for the deployment mode of mobile missile positions.

Details

Language :
English
ISSN :
16875974
Volume :
2022
Database :
Directory of Open Access Journals
Journal :
International Journal of Aerospace Engineering
Publication Type :
Academic Journal
Accession number :
edsdoj.2f678c85fb8453cb02f347074eaf1ad
Document Type :
article
Full Text :
https://doi.org/10.1155/2022/4373879