A collaborative model for tracking optima in dynamic environments

2007 IEEE Congress on Evolutionary Computation, CEC 2007

Volumn , Issue , 2007, Pages 564-567

  Lung, Rodica Ioana ^a   Dumitrescu, D ^a  

^a BABE BOLYAI UNIVERSITY   (Romania)

Author keywords

[No Author keywords available]

Indexed keywords

COLLABORATIVE EVOLUTIONARY-SWARM OPTIMIZATION (CESO); MULTIMODAL OPTIMIZATION;

DYNAMIC PROGRAMMING; EVOLUTIONARY ALGORITHMS; NUMERICAL METHODS; PROBLEM SOLVING; SEARCH ENGINES;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 70350677836     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2007.4424520     Document Type: Conference Paper

References (10)

1. Y. Jin and J. Branke, "Evolutionary optimization in uncertain environments - a survey." IEEE Trans. Evolutionary Computation, vol. 9, no. 3, pp. 303-317, 2005.
2. J. Branke, Evolutionary Optimization in Dynamic Environments. Klüwer Academic Publishers, 2001.
3. S. Tsutsui, Y. Fujimoto, and A. Gosh, "Forking genetic algorithms: GAs with search space division," Evolutionary computation, vol. 5, pp. 61-80, 1997.
4. R. K. Ursem, "Multinational GAs: Multimodal optimization techniques in dynamic environments," in Proceedings of the Second Genetic and Evolutionary Computation Conference (GECCO-2000), vol. 1. Riviera Hotel, Las Vegas, USA: Morgan Kauffmann Publishers, 2000, pp. 19-26.
5. R. Thomsen, "Multimodal optimization using crowding-based differential evolution," in Proceedings of the 2004 IEEE Congress on Evolutionary Computation. Portland, Oregon: IEEE Press, 20-23 June 2004, pp. 1382-1389.
6. R. Storn and K. Price, "Differential evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces," Berkeley, CA, Tech. Rep. TR-95-012, 1995. [Online]. Available:citeseer.ist.psu. edu/article/storn95differential.html
7. - "Differential evolution a simple evolution strategy for fast optimization." Dr. Dobb's Journal of Software Tools, vol. 22, no. 4, pp. 18-24, 1997.
8. J. Kennedy and R. C. Eberhart, Swarm intelligence. San Francisco, CA, USA: Morgan Kaufmann Publishers Inc., 2001.
9. T. Blackwell and J. Branke, "Multiswarms, exclusion, and anticonvergence in dynamic environments," Evolutionary Computation, IEEE Transactions on, vol. 10, issue: 4, 2006.
10. X. Li, J. Branke, and T. Blackwell, "Particle swarm with speciation and adaptation in a dynamic environment," in GECCO '06: Proceedings of the 8th annual conference on Genetic and evolutionary computation. New York, NY, USA: ACM Press, 2006, pp. 51-58.