A hybrid particle swarm optimization algorithm based on space transformation search and a modified velocity model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5938 LNCS, Issue , 2010, Pages 522-527

  Yu, Song ^a   Wu, Zhijian ^a   Wang, Hui ^a   Chen, Zhangxing ^b  

^a WUHAN UNIVERSITY   (China)

^b UNIVERSITY OF CALGARY   (Canada)

Author keywords

Evolutionary algorithm; Optimization; Particle Swarm Optimization (PSO); Space Transformation Search (STS)

Indexed keywords

BENCHMARK FUNCTIONS; EXPERIMENTAL STUDIES; FAST SEARCH; HYBRID PARTICLE SWARM OPTIMIZATION ALGORITHM; HYBRID PSO; LOCAL OPTIMA; MODIFIED VELOCITY; MULTI MODAL FUNCTION; OPTIMIZATION PROBLEMS; SEARCH PROBLEM; SPACE TRANSFORMATION SEARCH (STS); SPACE TRANSFORMATIONS; UNIMODAL;

PROBLEM SOLVING;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 77951530001     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-11842-5_73     Document Type: Conference Paper

References (7)

1. Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of IEEE International Conference on Neural Networks, pp. 1942-1948 (1995)
2. Eberhart, R.C., Shi, Y.: Comparison between genetic algorithms and particle swarm optimization. In: Proceedings of the 7th Annual Conference on Evolutionary Programming, pp. 69-73 (1998)
3. Shi, Y., Eberhart, R.C.: A modified particle swarm optimization. In: Proceedings of IEEE Congress Evolutionary Computation, pp. 69-73 (1998)
4. Wang, H., Wu, Z.J., Liu, Y.: Space Transformation Search: A New Evolutionary Technique. Genetic and Evolutionary Computation (2009) (in press)
5. Rahnamayan, S., Tizhoosh, H.R., Salama, M.M.A.: Opposition-Based differential evolution. In: Proceedings of IEEE Congress Evolutionary Computation, vol. 12, pp. 64-79 (2008)
6. Yao, X., Liu, Y., Lin, G.: Evolutionary programming made faster. IEEE Transaction on Evolutionary Computation 3, 82-102 (1999)
7. Wolpert, D.H., Macready, W.G.: No free lunch theorems for optimization. IEEE Transaction on Evolutionary Computation 1, 67-82 (1997)