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A Multi-agent Cluster Cooperative Confrontation Method Based on Swarm Intelligence Optimization

Authors :
Zeyuan Liu
Chen Li
Jiankai Zuo
Zhengsheng Li
Jiatong Chen
Source :
2021 IEEE 2nd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE).
Publication Year :
2021
Publisher :
IEEE, 2021.

Abstract

In recent years, with the third wave of development of artificial intelligence (AI), multi-agent system has become a hot topic in the field of distributed AI. As an important form of intelligent operation, multi-intelligence UAV cluster operation is emerging. This paper establishes a “Red vs Blue Multi-UAVs Cooperative Confrontation Strategy” (RB-MCCS). According to the red and blue UAV penetration and interception problems, this paper designs the UAV breakout cost and the optimal strategy optimization models. Furthermore, a swarm intelligence optimization method is introduced to solve the model.

Details

Database :
OpenAIRE
Journal :
2021 IEEE 2nd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE)
Accession number :
edsair.doi...........243e2765d9d5f7441471fcc3c0b2902a