Extreme learning machine with fuzzy input and fuzzy output for fuzzy regression
H Liu, J Wang, Y He, RAR Ashfaq - Neural Computing and Applications, 2017 - Springer
It is practically and theoretically significant to approximate and simulate a system with fuzzy
inputs and fuzzy outputs. This paper proposes a extreme learning machine (ELM)-based …
inputs and fuzzy outputs. This paper proposes a extreme learning machine (ELM)-based …
Approach for Establishing Intuitionistic Fuzzy Linear Regression Models Based on Weakest T-Norm Arithmetic
LH Chen, SH Nien - IEEE Transactions on Fuzzy Systems, 2020 - ieeexplore.ieee.org
This article establishes an intuitionistic fuzzy linear regression model (IFLRM) under the
consideration that the explanatory and response variables in the observation data set as …
consideration that the explanatory and response variables in the observation data set as …
A weighted goal programming approach to fuzzy linear regression with quasi type-2 fuzzy input-output data
E Hosseinzadeh, H Hassanpour, M Arefi… - TWMS Journal of …, 2016 - dergipark.org.tr
This study attempts to develop a regression model when both input data and output data are
quasi type-2 fuzzy numbers. To estimate the crisp parameters of the regression model, a …
quasi type-2 fuzzy numbers. To estimate the crisp parameters of the regression model, a …
A weighted goal programming approach to estimate the linear regression model in full quasi type-2 fuzzy environment
E Hosseinzadeh, H Hassanpour… - Journal of Intelligent & …, 2016 - content.iospress.com
This study attempts to develop a quasi type-2 fuzzy regression model in full quasi type-2
fuzzy environment. To estimate the parameters of the proposed model, first, a weighted …
fuzzy environment. To estimate the parameters of the proposed model, first, a weighted …
A linear-programming approach to interval-valued fuzzy regression analysis
A fuzzy interval-valued regression model, on the basis of a mathematical programming
approach, is introduced for when the observations of the response variable and the …
approach, is introduced for when the observations of the response variable and the …
برنامه ریزی درجه دوم محدب تعمیم یافته برای حل دستگاه های خطی فازی
سلیمانی فرد, امید, آخوندی, ناصر, رمضان زاده… - مجله مدلسازی پیشرفته …, 2019 - jamm.scu.ac.ir
دستگاه معادلات خطی، یکی از مهمترین ابزارهای مدلسازی پدیده های دنیای واقعی است. اما از آنجاییکه
پدیده های دنیای واقعی همواره با عدم قطعیت همراه هستند، لذا حل دستگاه معادلات خطی فازی از اهمیت …
پدیده های دنیای واقعی همواره با عدم قطعیت همراه هستند، لذا حل دستگاه معادلات خطی فازی از اهمیت …
A generalized convex quadratic programming to solve fuzzy linear system
O Solaymani Fard, N Akhoundi… - Journal of Advanced …, 2019 - jamm.scu.ac.ir
The linear systems are one of the most important tools for modeling real-world phenomena.
Because the real-world phenomena are always associated with uncertainty, solving the …
Because the real-world phenomena are always associated with uncertainty, solving the …