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A Multi-agent Cluster Cooperative Confrontation Method Based on Swarm Intelligence Optimization
- 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.
- Subjects :
- Breakout
Computer science
business.industry
05 social sciences
Particle swarm optimization
050801 communication & media studies
02 engineering and technology
Cluster (spacecraft)
Swarm intelligence
Field (computer science)
Data modeling
0508 media and communications
0202 electrical engineering, electronic engineering, information engineering
Trajectory
020201 artificial intelligence & image processing
Artificial intelligence
business
Third wave
Subjects
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