Fuzzy cognitive maps with genetic algorithm for goal-oriented decision support

International Journal of Uncertainty, Fuzziness and Knowldege-Based Systems

Volumn 12, Issue SUPPL. 2, 2004, Pages 31-42

  Khan, M Shamim ^a   Khor, Sebastian ^a   Chong, Alex ^a  

^a MURDOCH UNIVERSITY   (Australia)

Author keywords

Fuzzy cognitive map; Genetic algorithm; Goal oriented decision support

Indexed keywords

COGNITIVE SYSTEMS; DECISION MAKING; FUZZY SETS; GENETIC ALGORITHMS; GRAPH THEORY; MAPS;

DIGRAPHS; FUZZY COGNITIVE MAPS (FCM); GOAL-ORIENTED DECISION SUPPORT;

DECISION SUPPORT SYSTEMS;

EID: 9344222242     PISSN: 02184885     EISSN: None     Source Type: Journal    
DOI: 10.1142/s0218488504003028     Document Type: Article

References (11)

1. Kosko, B., Hidden Patterns in Combined and Adaptive Knowledge Networks, International Journal of Approximate Reasoning, vol. 2, (1988), pp. 377-393.
2. Kosko, B., Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence. New Jersey, USA. Prentice-Hall, Inc., 1992.
3. Chong, A., Fuzzy Cognitive Map Optimization for Goal-oriented Analysis, (in preparation 2004).
4. Taber, W. R., Knowledge Processing with Fuzzy Cognitive Maps, Expert Systems with Applications, vol. 2, (1991), pp. 83-88.
5. Khan, M. S. and M. Quaddus, Group Decision Support using Fuzzy Cognitive Maps for Causal Reasoning, Group Decision & Negotiation Journal. (to be published).
6. Holland, J. H., Adaptation in Natural and Artificial Systems, University of Michigan Press, 1975.
7. Goldberg, D. E., Genetic algorithms in search, optimization, and machine learning. Reading, Massachusetts. Addison-Wesley Publishing Company, 1989.
8. Expert Choice (2003) URL: http://www.expertchoice.com/.
9. Saaty, T. L., The Analytical Hierarchy Process. NY, McGraw Hill, 1980.
10. Chipperfield, A., P. Fleming, H. Pohlheim, and C. Fonseca, Genetic Algorithm, Toolbox for Use with MATLAB, URL: http://www.mattools.net.
11. Hagiwara, M., Extended fuzzy cognitive maps, Proc. of 1st IEEE International Conference on Fuzzy Systems, San Diego, CA, USA. IEEE, (1992), pp 795-801.