Bio-inspired optimization methods for minimization of complex mathematical functions

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

Volumn 7095 LNAI, Issue PART 2, 2011, Pages 131-142

  Valdez, Fevrier ^a   Melin, Patricia ^a   Castillo, Oscar ^a  

^a TIJUANA INSTITUTE OF TECHNOLOGY   (Mexico)

Author keywords

Bio Inspired Optimization Methods; FPSO+FGA; GA; PS; PSO; SA

Indexed keywords

BIO-INSPIRED; FPSO+FGA; HYBRID APPROACH; MATHEMATICAL FUNCTIONS; OPTIMIZATION METHOD; PATTERN SEARCH; PSO; SA;

ARTIFICIAL INTELLIGENCE; FUNCTIONS; FUZZY LOGIC; GALLIUM; GENETIC ALGORITHMS; OFFSHORE OIL FIELDS; POLYSTYRENES; SIMULATED ANNEALING; SOFT COMPUTING;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 82555177379     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-25330-0_12     Document Type: Conference Paper

References (22)

1. Man, K.F., Tang, K.S., Kwong, S.: Genetic Algorithms: Concepts and Designs. Springer, Heidelberg (1999)
2. Eberhart, R.C., Kennedy, J.: A new optimizer using particle swarm theory. In: Proceedings of the Sixth International Symposium on Micromachine and Human Science, Nagoya, Japan, pp. 39-43 (1995)
3. Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of IEEE International Conference on Neural Networks, Piscataway, NJ, pp. 1942-1948 (1995)
4. Holland, J.H.: Adaptation in natural and artificial system. The University of Michigan Press, Ann Arbor (1975)
5. Valdez, F., Melin, P.: Parallel Evolutionary Computing using a cluster for Mathematical Function Optimization, Nafips, San Diego CA, USA, pp. 598-602 (June 2007)
6. Castillo, O., Melin, P.: Hybrid intelligent systems for time series prediction using neural networks, fuzzy logic, and fractal theory. IEEE Transactions on Neural Networks 13(6), 1395-1408 (2002)
7. Fogel, D.B.: An introduction to simulated evolutionary optimization. IEEE Transactions on Neural Networks 5(1), 3-14 (1994)
8. Goldberg, D.: Genetic Algorithms. Addison Wesley (1988)
9. Emmeche, C.: Garden in the Machine. In: The Emerging Science of Artificial Life, p. 114. Princeton University Press (1994)
10. Valdez, F., Melin, P.: Parallel Evolutionary Computing using a cluster for Mathematical Function Optimization, Nafips, San Diego CA, USA, pp. 598-602 (June 2007)
11. Angeline, P.J.: Using Selection to Improve Particle Swarm Optimization. In: Proceedings 1998 IEEE World Congress on Computational Intelligence, Anchorage, Alaska, pp. 84-89. IEEE (1998)
12. Back, T., Fogel, D.B., Michalewicz, Z. (eds.): Handbook of Evolutionary Computation. Oxford University Press (1997)
13. Montiel, O., Castillo, O., Melin, P., Rodriguez, A., Sepulveda, R.: Human evolutionary model: A new approach to optimization. Inf. Sci. 177(10), 2075-2098 (2007)
14. Castillo, O., Valdez, F., Melin, P.: Hierarchical Genetic Algorithms for topology optimization in fuzzy control systems. International Journal of General Systems 36(5), 575-591 (2007)
15. Kim, D., Hirota, K.: Vector control for loss minimization of induction motor using GA-PSO. Applied Soft Computing 8, 1692-1702 (2008)
16. Liu, H., Abraham, A.: Scheduling jobs on computational grids using a fuzzy particle swarm optimization algorithm.Article in press, Future Generation Computer Systems
17. Mohammed, O., Ali, S., Koh, P., Chong, K.: Design a PID Controller of BLDC Motor by Using Hybrid Genetic-Immune. Modern Applied Science 5(1) (February 2011)
18. Kirkpatrick, S., Gelatt, C.J., Vecchi, M.: Optimization by Simulated Annealing. Science 220(4598), 671-680 (1983)
19. 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)
20. Hooke, R., Jeeves, T.A.: 'Direct search' solution of numerical and statistical problems. Journal of the Association for Computing Machinery 8(2), 212-229 (1961)
21. Davidon, W.C.: Variable metric method for minimization. SIAM Journal on Optimization 1(1), 1-17 (1991)
22. Ochoa, A., Ponce, J., Hernández, A., Li, L.: Resolution of a Combinatorial Problem using Cultural Algorithms. JCP 4(8), 738-741 (2009)