Particle swarm optimization with dynamic parameter adaptation using fuzzy logic for benchmark mathematical functions

Studies in Computational Intelligence

Volumn 451, Issue , 2013, Pages 247-258

  Olivas, Frumen ^a   Castillo, Oscar ^a  

^a TIJUANA INSTITUTE OF TECHNOLOGY   (Mexico)

Author keywords

Dynamic parameter adaptation; Fuzzy Logic; Particle Swarm Optimization

Indexed keywords

EID: 84870521107     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-33021-6_20     Document Type: Article

References (10)

1. Abdelbar Ashraf, M., Abdelshahid, S., Wunsch, D.C.: Fuzzy PSO: A Generalization of Particle Swarm Optimization. In: Proceedings 2005 IEEE International Joint Conference on Neural Networks, vol. 2, pp. 1086-1091 (2005
2. Juana, A.S.: Optimización por nube de partículas (PSO) de controladores difusos para robots autónomos móviles. Master's thesis at Tijuana Institute of Technology (2011
3. Engelbrecht Andries, P.: Fundamentals of Computational Swarm Intelligence. University of Pretoria, South Africa (2005
4. Haupt Randy, L., Ellen, H.S.: Practical Genetic Algorithms, 2nd edn. A Wiley-Interscience publication, New York (2004
5. Jang, J.-S.R., Sun, C.-T., Mizutani, E.: Neuro-fuzzy and soft computing: A computational approach to learning and machine intelligence. Prentice-Hall, Upper Saddle River (1997
6. Kennedy, J., Eberhart, R.C.: Swarm Intelligence. Morgan Kaufmann, San Francisco (2001
7. Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proc. IEEE Int. Conf. on Neural Networks, IV, pp. 1942-1948. IEEE Service Center, Piscataway (1995
8. Molga, M., Smutnicki, C.: Test functions for optimization needs (2005
9. Zadeh, L.: Fuzzy sets. Information & Control 8, 338-353 (1965
10. Valdez, F., Melin, P., Castillo, O.: An improved evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms. Appl. Soft Comput. 11(2), 2625-2632 (2011