Title :
Prediction of complex systems´ behavior described by fuzzy relational equations
Author :
Ghalia, M. Ben ; Alouani, A.T.
Author_Institution :
Center for Manuf. Res., Tennessee Technol. Univ., Cookeville, TN, USA
Abstract :
This paper deals with prediction of complex systems´ behavior described by fuzzy relational equations. A recursive prediction algorithm is proposed and the procedure to update the fuzzy relation of the model as new measurements are collected is discussed. The algorithm is applied to the prediction of chaotic time-series
Keywords :
chaos; fuzzy set theory; large-scale systems; parameter estimation; time series; chaotic time-series; complex system behaviour prediction; fuzzy identification; fuzzy relational equations; fuzzy set theory; recursive prediction algorithm; Chaos; Clustering algorithms; Control system synthesis; Cost function; Equations; Fuzzy systems; Performance evaluation; Prediction algorithms; Predictive models; State estimation;
Conference_Titel :
Fuzzy Systems, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the Third IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-1896-X
DOI :
10.1109/FUZZY.1994.343879
