Mass-spring-damper motion dynamics-based particle swarm optimization

2008 IEEE Congress on Evolutionary Computation, CEC 2008

Volumn , Issue , 2008, Pages 2348-2353

  Lee, Ki Baek ^a   Kim, Jong Hwan ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ANCHORS; DAMPING; DISPLAY DEVICES; DYNAMICS; EVOLUTIONARY ALGORITHMS; OPTIMIZATION; SPRINGS (COMPONENTS);

COMPLEX TESTS; CONVERGENCE SPEEDS; MASS SPRINGS; MOTION DYNAMICS; NUMERICAL OPTIMIZATIONS; PARTICLE SWARMS; TUNING PARAMETERS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 55749086544     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2008.4631111     Document Type: Conference Paper

References (16)

1. D. E. Goldberg, Genetic Algorithm in Search, Optimization and Machine Learning.
2. D. B. Fogel, Evolutionary Compulation: Toward a New Philosophy of Machine Intelligence, 2nd ed. Piscataway, NY: IEEE Press, 2000.
3. H.-P. Schwefel, Evolution and Optimum Seeking. New York: Wiley Inter-Science, 1995.
4. J.-H. Kim and H. Myung, "Evolutionary programming techniques for constrained optimization problems," IEEE Trans. on Evolutionary Computation, vol. 1, no. 1, pp. 119-128, May 1997.
5. C. W. Reynolds, "Rocks, herds and schools: A distributed behavioral model," Comput. Graph., vol. 21, no. 4, pp. 25-34, 2001.
6. F. Heppner and U. Grenander, "A stochastic nonlinear" model for coordinated bird flocks," in The Ubiquity of Chaos, E. S. Krasner, Ed., Washington, DC: AAAS, 1990.
7. B. Brandstatter and U. Baumgartner, "Particle swarm optimizationmass-spring system analogon," IEEE Trans. on Magnetics, vol. 38, no. 2, Mar. 2002.
8. J. Kennedy and R. C. Eberhart, "Particle swarm optimization," in in Proc. IEEE Int. Conf. of Neural Networks, vol. IV, Perth, Australia, 1995, pp. 1942-1948.
9. K. De Jong, "An analysis of the behavior of a class of genetic adaptive systems," Ph.D. dissertation, University of Michigan, 1975.
10. H. Rosenbrock, "An automatic method for finding the greatest or the least value of a function," The Computer Journal, vol. 3, no. 3, pp. 175-184, 1960.
11. J. Shekel, "Test functions for multimodal search techniques," in Fifth Annual Princeton Conf on information Science and Systems, 1971.
12. A. Törn and A. Zilinskas, "Global Optimization," Lecture Notes in Computer Science, vol. 350, 1989.
13. H. Mühlenbein, D. Schomisch, and J. Born, "The Parallel Genetic Algorithm as Function Optimizer," Parallel Computing, vol. 17, no. 6-7, pp. 619-632, 1991.
14. D. H. Ackley, A connectionist machine for genetic hillclimbing. Boston: Kluwer, 1987.
15. T. Bäck, Evolutionary algorithms in theory and practice. Oxford University Press, 1996.
16. H.-P. Schweful, Numerical optimization of computer models. Chicester: Wiley & Sons, 1981.