Suboptimal Recursive Methodology for Takagi-Sugeno Fuzzy Models Identification

José Manuel Andújar, Antonio Javier Barragán, Basil Mohammed Al‐Hadithi, Fernando Matı́a, Agustín Jiménez · Atlantis computational intelligence systems · 2014

When there is no one mathematical model of the system it is necessary to use modeling techniques based on input–output data (López-Baldán et al. 2002 ). This process is critical in control systems, since both, system analysis (García-Cerezo et al. 1994 ; Gordillo et al. 1997 ; Andújar et al. 2006 ; Aroba et al. 2007 ; Al-Hadithi et al. 2007 ; Jiménez et al. 2009 ; Andújar and Barragán 2010 ) and controller design (Wang et al. 1996 ; Andújar and Bravo 2005 ; Andújar et al. 2009 ), require to obtain a model as accurate as possible. These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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