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Convergence of SOM multiple models identifier
IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028)
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In [2] , [3] an algorithm to derive a multiple models set for a plant by the use of the SOM were introduced. The statistic properties of the models are investigated in this paper. As a plant, we consider the linear time invariant one. The parameters of the plant at each step are selected randomly with a specified distribution. Based on this distribution, The point distribution of the parameters of the multiple models is derived for this plant and compared with the plant parameters distribution.
doi:10.1109/icsmc.1999.812559
fatcat:rjdkpatnmfelnoyvn2a4u5cya4