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Communication Dans Un Congrès Année : 2000

Identification of an output error Takagi-Sugeno model

Gilles Gasso
Gilles Mourot
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  • PersonId : 842667
José Ragot

Résumé

The identification of a TS model with output error local models is considered. The premise part of the TS model is assumed to be described by a lattice partition. The main problem involved is the determination of the premise variables, the associated number of modalities and the structure of the local models. The premise optimisation is solved by a forward approach and the structure of the local models are further refined using a pruning technique. The application of the overall procedure on a simulation example is reported.
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Dates et versions

hal-01188350 , version 1 (29-08-2015)

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Gilles Gasso, Gilles Mourot, José Ragot. Identification of an output error Takagi-Sugeno model. IEEE International Conference on Systems, Man, and Cybernetics, SMC'2000, Oct 2000, Nashville, United States. ⟨10.1109/ICSMC.2000.884957⟩. ⟨hal-01188350⟩
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