Target Selection for Multi-domain Combat SoS Breaking with Operational Constraints

Chaoxiong Ma, Yan Liang, Hongfeng Xu

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

Abstract

Modern warfare has become increasingly expensive as a result of its multi-domain joint systematic combat model. To achieve the purpose of stopping war with war and maintaining the safety of people's lives and property, paralyzing the target system of systems (SoS) operational capability maximally under constraints, such as battlefield resources and environment, has become an urgent research topic. This paper addresses the problem of fast search for the optimal solution of the strike target selection task, which considers operational constraints, dynamic coupling of node states, and dimensional explosion. Firstly, a capability aggregation-based target SoS operational capability calculation model and an operational constraint-based strike target selection model are established. Then, an adaptive genetic simulated annealing algorithm (AGSA) is proposed for fast model solving. The algorithm is carefully designed to address the constraints of the strike target selection task, which enables it to accomplish individual selection and coding updates, improve population diversity, and ensure search performance. Eventually, the simulation results under three different scenarios demonstrate the effectiveness of AGSA.

Original languageEnglish
Title of host publication2023 8th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages297-302
Number of pages6
ISBN (Electronic)9798350300178
DOIs
StatePublished - 2023
Event8th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2023 - Sanya, China
Duration: 8 Jul 202310 Jul 2023

Publication series

Name2023 8th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2023

Conference

Conference8th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2023
Country/TerritoryChina
CitySanya
Period8/07/2310/07/23

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