{"product_id":"fuzzy-linear-regression-von-ayse-tansu","title":"Fuzzy Linear Regression","description":"\u003cp\u003eIn real-life situation, complexity occurs when the   system is not understandable. The  size, shape, position, or color of a system can   cause a phenomenon. These  complexities are classified in fuzzy sets. The fuzzy   sets role is significant when  applied to complex phenomena, which is not easily   described by traditional  mathematics. Fuzzy regression may be more   appropriate tool than the traditional  regression analysis. In fuzzy regression, it is   assumed that the system¿s structure is  ambiguous or complex.A brief review of the linear   programming models in fuzzy linear  regression is given. Symmetric, asymmetric,   trapezoidal and bell shaped membership  functions are investigated. In addition, the   different linear programming models are  summarized, and a new model is presented for better   results. Moreover, the new  model is compared with other two models that are   Tanaka and Hojati models.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783844384420\"\u003e\u003ch3\u003eFuzzy Regression\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783844384420","offer_id":39493520982109,"sku":"9783844384420","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/61d70bfc-0cdd-418f-9823-48554fcc3821.jpg?v=1769147527","url":"https:\/\/shop.autorenwelt.de\/products\/fuzzy-linear-regression-von-ayse-tansu","provider":"Autorenwelt Shop","version":"1.0","type":"link"}