A Research on Kill Net Generation Technology of Cooperative Combat System Based on SG-DPSO Algorithm

Shuying Wu, Peiqi Kang, Jiarui Li, Bo Li

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In the process of System-of-Systems, the coordinated kill net composed of platforms has a strong adaptive ability to dynamically generated threats and changing environments, which provides the basic support for cross-domain cooperative operations. The modern battlefield environment is full of uncertainty, so it is very important for military command decision to build kill net based on operational demand and current situation of battlefield. In this paper, an optimization algorithm is proposed based on discrete particle swarm optimization, aiming at the problem of kill net generation under the constraint of the topological relationship of the combat network, which can pre-plan before the battle. The population renewal method based on cross variation is constructed in discrete domain, and the self-organizing inertia weight and acceleration coefficient are integrated. All these methods improve the efficiency of both global search and local search, and overcomes the problem of particle swarm algorithm easily falling into local optimal solutions.

Original languageEnglish
Title of host publicationProceedings of 4th 2024 International Conference on Autonomous Unmanned Systems, 4th ICAUS 2024 - Volume VII
EditorsLianqing Liu, Yifeng Niu, Wenxing Fu, Yi Qu
PublisherSpringer Science and Business Media Deutschland GmbH
Pages128-138
Number of pages11
ISBN (Print)9789819635917
DOIs
StatePublished - 2025
Event4th International Conference on Autonomous Unmanned Systems, ICAUS 2024 - Shenyang, China
Duration: 19 Sep 202421 Sep 2024

Publication series

NameLecture Notes in Electrical Engineering
Volume1380 LNEE
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference4th International Conference on Autonomous Unmanned Systems, ICAUS 2024
Country/TerritoryChina
CityShenyang
Period19/09/2421/09/24

Keywords

  • Kill Web
  • Multi-objective Optimization
  • System of Systems

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