{"product_id":"adaptive-neurofuzzy-identification-and-control-von-amin-danial","title":"Adaptive Neurofuzzy Identification and Control","description":"\u003cp\u003eA powerful algorithm is introduced to build an adaptive Takagi-Sugeno  neurofuzzy model online from zero fuzzy rules for unknown nonlinear SISO  systems. The proposed technique creates the fuzzy rules and adapts the  membership functions in the IF statement as well as the linear model in the  THEN statements. In addition, the algorithm searches for redundant rules to be  eliminated to get as less number of rules as possible. The proposed technique  has been applied to nonlinear plant models commonly encountered in chemical  reactors to elaborate its efficiency. An adaptive controller based on the induced  neurofuzzy model is developed and applied to SISO nonlinear systems showing  the efficient behavior of the proposed controller. A stability study is also  included.  The proposed algorithm is then extended to build neurofuzzy models for  nonlinear MIMO systems in an automated manner online, based on which a  control scheme is built to drive nonlinear MIMO systems to follow linear  reference models. The power of the proposed technique is demonstrated  though its application on a MIMO nonlinear system thus elaborating its  efficiency.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783847320654\"\u003e\u003ch3\u003eFor A Class of Nonlinear Systems\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783847320654","offer_id":39493533859933,"sku":"9783847320654","price":59.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/82190abd-bbaf-4eb5-875c-9e692be00bd4.jpg?v=1770443569","url":"https:\/\/shop.autorenwelt.de\/products\/adaptive-neurofuzzy-identification-and-control-von-amin-danial","provider":"Autorenwelt Shop","version":"1.0","type":"link"}