Modeling of dynamic systems using fuzzy logic
Hui Wang, Jing Sun · 2002
An algorithm for modeling a dynamic system using fuzzy logic is developed in this paper. By properly partitioning the input-output spaces into fuzzy spaces, we use a machine learning algorithm to generate an initial fuzzy rule base. Finally, we adjust membership functions to minimize the output error between the model and the physical system. Simulation results are also given to demonstrate the proposed approach.>