Skip to Main Content
Model structure selection based on a genetic algorithm, which was originally derived for single-input single-output (SISO) systems, is extended to multi-input multi-output (MIMO) dynamic discrete-time nonlinear systems. This paper studies the algorithm in identifying the model structure for a jacketed continuous stirred tank reactor or CSTR. The adequacy of the developed model is tested using one step ahead prediction and cross validation test.
Systems, Man and Cybernetics, 2002 IEEE International Conference on (Volume:5 )
Date of Conference: 6-9 Oct. 2002