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

Chaoxiong Ma, Yan Liang, Hongfeng Xu

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名2023 8th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2023
出版商Institute of Electrical and Electronics Engineers Inc.
297-302
页数6
ISBN(电子版)9798350300178
DOI
出版状态已出版 - 2023
活动8th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2023 - Sanya, 中国
期限: 8 7月 202310 7月 2023

出版系列

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

会议

会议8th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2023
国家/地区中国
Sanya
时期8/07/2310/07/23

指纹

探究 'Target Selection for Multi-domain Combat SoS Breaking with Operational Constraints' 的科研主题。它们共同构成独一无二的指纹。

引用此