Title :
Enhancing fuzzy dynamic programming with interpolative reasoning
Author :
Kacprzyk, Janusz
Author_Institution :
Syst. Res. Inst., Polish Acad. of Sci., Warsaw, Poland
Abstract :
We propose to use interpolative reasoning in multistage control of a fuzzy dynamic system under fuzzy constraints and fuzzy goals. First, we present the standard solution by dynamic programming, indicate numerical difficulties, and then propose to replace the source problem by its auxiliary simplified version which is solved by dynamic programming, and then its solution is “adjusted” by interpolative reasoning technique
Keywords :
dynamic programming; fuzzy control; fuzzy systems; inference mechanisms; interpolation; fuzzy dynamic programming; fuzzy dynamic system; interpolative reasoning; multistage fuzzy control; state space; Books; Control systems; Dynamic programming; Equations; Fuzzy control; Fuzzy reasoning; Fuzzy systems; Optimal control; State-space methods; Zinc;
Conference_Titel :
Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4863-X
DOI :
10.1109/FUZZY.1998.687559
