Particle swarms in optimization and control

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 17, Issue 1 PART 1, 2008, Pages

  Van Ast, Jelmer Marinus ^a   Babuska, Robert ^a   De Schutter, Bart ^a  

^a NONE

Author keywords

Cooperative systems; Distributed control and estimation; Multi agent systems

Indexed keywords

ARTIFICIAL POTENTIAL FIELDS; COMPLEX BEHAVIOR; COOPERATIVE SYSTEMS; DISTRIBUTED CONTROL AND ESTIMATION; GLOBAL LEVELS; INTRINSIC PROPERTY; OPTIMIZATION AND CONTROL; PARTICLE SWARM; SOCIAL ANIMALS; SWARM TECHNOLOGY;

DISTRIBUTED PARAMETER CONTROL SYSTEMS; FISH; MULTI AGENT SYSTEMS; PARTICLE SWARM OPTIMIZATION (PSO);

AGGLOMERATION;

EID: 79961018794     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20080706-5-KR-1001.2428     Document Type: Conference Paper

References (40)

1. F. Afshinmanesh, A. Marandi, and A. Rahimi-Kian. A novel binary particle swarm optimization method using artificial immune system. In Proceedings of the International Conference on Computer as a Tool (EUROCON 2005), volume 1, pages 217-220, Belgrade, Serbia & Montenegro, November 2005.
2. L. Barnes, W. Alvis, M. Fields, K. Valavanis, and W. Moreno. Swarm formation control with potential fields formed by bivariate normal functions. In Proceedings of the Mediterranean Conference on Control and Automation (MED 2006), pages 1-7, Ancona, Italy, June 2006.
3. S. Baskar and P. N. Suganthan. A novel concurrent particle swarm optimization. In Proceedings of the 2004 Congress on Evolutionary Computation (CEC 2004), volume 1, pages 792-796, Portland, OR, USA, June 2004.
4. J. Chen, Z. Ren, and X. Fan. Particle swarm optimization with adaptive mutation and its application research in tuning of PID parameters. In Proceedings of the International Symposium on Systems and Control in Aerospace and Astronautics (ISSCAA 2006), pages 526-530, Harbin, China, January 2006.
5. T. B. Chen, Y. B. Chen, Y. C. Jiao, and E. S. Zhang. Synthesis of antenna array using particle swarm optimization. In Proceedings of the Asia-Pacific Conference on Microwave (APMC 2005), volume 3, Suzhou, China, December 2005.
6. T. Chu, L. Wang, T. Chen, and S. Mu. Complex emergent dynamics of anisotropic swarms: convergence vs oscillation. Chaos, Solitons and Fractals, 30(4):875-885, November 2006.
7. M. Clerc and J. Kennedy. The particle swarm - explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation, 6(1):58-73, February 2002.
8. R. W. Deming and L. I. Perlovsky. Concurrent multitarget localization, data association, and navigation for a swarm of flying sensors. Information Fusion, 8(3):316-330, July 2007.
9. M. Dorigo and C. Blum. Ant colony optimization theory: a survey. Theoretical Computer Science, 344(2-3):243-278, November 2005.
10. M. Dorigo and T. Stutzle. Ant Colony Optimization. The MIT Press, Cambridge, MA, USA, 2004.
11. M. El-Abd and M. Kamel. Information exchange in multiple cooperating swarms. In Proceedings of the 2005 IEEE Swarm Intelligence Symposium (SIS 2005), pages 138-142, Pasadena, CA, USA, June 2005.
12. J. T. Feddema, C. Lewis, and D. A. Schoenwald. Decentralized control of cooperative robotic vehicles: theory and application. IEEE Transactions on Robotics and Automation, 18(5):852-864, October 2002.
13. Z. Gaing. A particle swarm optimization approach for optimum design of PID controller in AVR system. IEEE Transactions on Energy Conversion, 19(2):384-391, June 2004.
14. V. Gazi. Swarm aggregations using artificial potentials and sliding-mode control. IEEE Transactions on Robotics, 21(6):1208-1214, December 2005.
15. V. Gazi and B. Fidan. Coordination and control of multiagent dynamic systems: Models and approaches, volume 4433 of Lecture Notes in Computer Science, chapter Swarm Robotics: SAB 2006, pages 71-102. Springer-Verlag, 2007.
16. V. Gazi and K. M. Passino. Stability analysis of swarms. IEEE Transactions on Automatic Control, 48(4):692-697, April 2003.
17. V. Gazi and K. M. Passino. Stability analysis of social foraging swarms. IEEE Transactions on Systems, Man and Cybernetics, Part B, 34(1):539-557, February 2004a.
18. V. Gazi and K. M. Passino. A class of attractions/ repulsion functions for stable swarm aggregations. International Journal of Control, 77(18):1567-1579, December 2004b.
19. V. Gazi and K. M. Passino. Stability of a one-dimensional discrete-time asynchronous swarm. IEEE Transactions on Systems, Man and Cybernetics, Part B, 35(4):834-841, August 2005.
20. D. Grunbaum. Schooling as a strategy for taxis in a noisy environment. Evolutionary Ecology, 12(5):503-522, July 1998.
21. J. S. Heo, K. Y. Lee, and R. Garduno-Ramirez. Multiobjective control of power plants using particle swarm optimization techniques. IEEE Transactions on Energy Conversion, 21(2):552-561, June 2006.
22. A. Jadbabaie, J. Lin, and A. S. Morse. Coordination of groups of mobile autonomous agents using nearest neighbor rules. IEEE Transactions on Automatic Control, 48(6):988-1001, June 2003.
23. C. Ji, Y. Zhang, S. Gao, P. Yuan, and Z. Li. Particle swarm optimization for mobile ad hoc networks clustering. In Proceedings of the IEEE International Conference on Networking, Sensing and Control, volume 1, pages 372-375, Taipei, Taiwan, March 2004.
24. V. Kadirkamanathan, K. Selvarajah, and P. J. Fleming. Stability analysis of the particle dynamics in particle swarm optimizer. IEEE Transactions on Evolutionary Computation, 10(3):245-255, June 2006.
25. J. Kennedy and R. C. Eberhart. Particle swarm optimization. In Proceedings of the IEEE International Conference on Neural Networks, pages 1942-1948, Perth, Western Australia, November 1995.
26. J. Kennedy and R. C. Eberhart. Swarm Intelligence. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 2001.
27. D. H. Kim, H. O. Wang, G. Ye, and S. Shin. Decentralized control of autonomous swarm systems using artificial potential functions: analytical design guidelines. Journal of Intelligent and Robotic Systems, 45(4):369-394, April 2006.
28. J. Lin, A. S. Morse, and B. D. O. Anderson. The multiagent rendezvous problem. In Proceedings of the 42nd IEEE Conference on Decision and Control (CDC 2003), volume 2, pages 1508-1513, Maui, HI, USA, December 2003.
29. J. Lin, A. S. Morse, and B. D. O. Anderson. The multiagent rendezvous problem - the asynchronous case. In Proceedings of the 43rd IEEE Conference on Decision and Control (CDC 2004), volume 2, pages 1926-1931, Paradise Island, Bahamas, December 2004.
30. B. Liu, T. Chu, L. Wang, and Z. Wang. Collective motion of a class of social foraging swarms. Chaos, Solitons and Fractals, 2007.
31. X. Liu, A. Goldsmith, S. S. Mahal, and J. K. Hedrick. Effects of communication delay on string stability in vehicle platoons. In Proceedings of the IEEE Conference on Intelligent Transportation Systems, pages 625-630, Oakland, CA, USA, August 2001.
32. Y. Liu and K. M. Passino. Stable social foraging swarms in a noisy environment. IEEE Transactions on Automatic Control, 49(1):30-44, January 2004.
33. Y. Liu, K. M. Passino, and M. M. Polycarpou. Stability analysis of one-dimensional asynchronous swarms. IEEE Transactions on Automatic Control, 48(10):1848-1854, October 2003a.
34. Y. Liu, K. M. Passino, and M. M. Polycarpou. Stability analysis of m-dimensional asynchronous swarms with a fixed communication topology. IEEE Transactions on Automatic Control, 48(1):76-95, January 2003b.
35. S. Martinez, J. Cortes, and F. Bullo. Motion coordination with distributed information. IEEE Control Systems Magazine, 27(4):75-88, August 2007.
36. A. Okubo. Dynamical aspects of animal grouping: swarms, schools, flocks, and herds. Advances in Biophysics, 22:1-94, 1986.
37. R. Olfati-Saber, J. A. Fax, and R. M. Murray. Consensus and cooperation in networked multi-agent systems. Proceedings of the IEEE, 95(1):215-233, 2007.
38. C. W. Reynolds. Flocks, herds and schools: a distributed behavioral model. Computer Graphics, 21(4):25-34, 1987.
39. D. Srinivasan, W. H. Loo, and R. L. Cheu. Traffic incident detection using particle swarm optimization. In Proceedings of the 2003 IEEE Swarm Intelligence Symposium (SIS 2003), pages 144-151, Indianapolis, IN, USA, April 2003.
40. T. Vicsek, A. Czirok, E. Ben-Jacob, I. Cohen, and O. Schochet. Novel type of phase transition in a system of selfdriven particles. Physical Review Letters, 75(6):1226-1229, August 1995.