Multiple UCAVs cooperative air combat simulation platform based on PSO, ACO, and game theory

IEEE Aerospace and Electronic Systems Magazine

Volumn 28, Issue 11, 2013, Pages 12-19

  Duan, Haibin ^a   Wei, Xingxing ^a   Dong, Zhuoning ^a  

^a BEIHANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COOPERATIVE AIR COMBATS; DECISION-MAKING PROBLEM; MATLAB PROGRAM; MULTIPLE OBJECTS; SIMULATION PLATFORM;

ARTIFICIAL INTELLIGENCE; GAME THEORY; MATLAB;

DECISION MAKING;

EID: 84890448604     PISSN: 08858985     EISSN: None     Source Type: Journal    
DOI: 10.1109/MAES.2013.6678487     Document Type: Article

References (12)

1. Fu, L., Yu, M. X., and Xu, X. H. The strategy studying of air combat about the unmanned combat air vehicles. Proceedings of the 2008 Chinese Control and Decision Conference, Yantai, People's Republic of China, 2008, 3775-3778.
2. Duan, H. B., Ma, G. J., and Luo, D. L. Optimal formation reconfiguration control of multiple UCAVs using improved particle swarm optimization. Journal of Bionic Engineering, Vol. 5, 4 (2008), 215-223.
3. Chen, Z. M., and Chang, S. H. An agent-based simulation for multi-UAVs coordinative sensing. International Journal of Intelligent Computing and Cybernetics, Vol. 1, 2 (2008), 269-284.
4. Ma, G. J., Duan, H. B., and Liu, S. Q. Improved ant colony algorithm for global optimal trajectory planning of UAV under complex environment, International Journal of Computer Science and Applications, Vol. 4, 3 (2008), 57-68.
5. Survivability/Vulnerability Information Analysis Center. Modeling and simulation services, http://www.bahdayton.com/ surviac/models.htm, last access Xxx. XXXX.
6. Yao, Z. X., Li, M., and Chen, Z. J. Mission decision-making method of multi-aircraft cooperative attack multi-object based on game theory model. Aeronautical Computing Technique, Vol. 37, 3 (2007), 7-11.
7. Nash, J. F., Jr. Non-cooperative games. Annals of Mathematics, Vol. 54, 2 (1951), 286-295.
8. Kennedy, J., and Eberhart, R. C. Particle swarm optimization. Proceedings of the 1995 IEEE International Conference on Neural Networks, Piscataway, NJ, 1995, 1942-1948.
9. Kennedy, J., and Eberhart, R. C. Swarm Intelligence. San Francisco, CA: Morgan Kaufmann, 2001.
10. Colorni, A., Dorigo, M., and Maniezzo, V. Distributed optimization by ant colonies. Proceedings of European Conference on Artificial Life, Paris, France, 1991, 134-142.
11. Dorigo, M., Maniezzo, V., and Colorni, A. Ant system: optimization by a colony of cooperating agents. IEEE Transaction on Systems, Man, and Cybernetics - Part B. Vol. 26, 1 (1996), 29-41. (Pubitemid 126780573)
12. Duan, H. B. Ant Colony Algorithms: Theory and Applications. Beijing: Science Press, 2005.