PSO with sharing for multimodal function optimization

Proceedings of 2003 International Conference on Neural Networks and Signal Processing, ICNNSP'03

Volumn 1, Issue , 2003, Pages 450-453

  Li, Tao ^a   Wei, Chengjian ^a   Pei, Wenjang ^b  

^a NANJING TECH UNIVERSITY   (China)

^b SOUTHEAST UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

FITNESS SHARING; LOCAL SOLUTION; MULTIMODAL FUNCTION OPTIMIZATION; MULTIMODAL PROBLEMS; PARTICLE SWARM OPTIMIZERS; PREMATURE CONVERGENCE; UNIMODAL;

NEURAL NETWORKS; PARTICLE SWARM OPTIMIZATION (PSO); SIGNAL PROCESSING;

PROBLEM SOLVING;

EID: 78650094732     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNNSP.2003.1279305     Document Type: Conference Paper

References (6)

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2. K.E. Parsopoulos, M.N. Vrahatis, Modification of the Particle Swarm Optimizer for locating all the global minima, Artificial Neural Networks and Genetic Algorithms, V. Kurkova et al. (Eds.), Springer, 324-327, 2001.
3. Brits, R., Engelbrecht, A. P., and van den Bergh, F. A niching particle swarm optimizer. Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning 2002 (SEAL 2002), Singapore. pp. 692-696, 2002.
4. Brits, R., Engelbrecht, A. P., and van den Bergh, F. Scalability of niche PSO. Proceedings of the IEEE Swarm Intelligence Symposium 2003 (SIS 2003), Indianapolis, Indiana, USA. pp. 228-234, 2003.
5. Eberhart RC and Kennedy J (1995) A New Optimizer Using Particle Swarm Theory, Proceedings Sixth Symposium on Micro Machine and Human Science, pp. 39-43. IEEE Service Center, Piscataway, NJ
6. D.E Goldberg, J. Richardson, Genetic Algorithm with Sharing for Multimodal Function Optimization, In Proceedings of the Second International Conference on Genetic Algorithms, p 41-49, 1987.