Work

A Hybrid Method for Estimating Fuzzy Regression Parameters Data

Year: 2024

Type: article

Abstract: In this study, a hybrid fuzzy regression method for trapezoidal fuzzy data is proposed. Initially, a new definition of a weighted fuzzy arithmetic for trapezoidal fuzzy data is introduced. Subsequently, a method for hybrid fuzzy least squares linear regression based on this definition is developed. Additionally, methods for bivariate and multivariate regression models are obtained. Finally, reliability measures for the hybrid regression model using the new definition of weighted fuzzy arithmetic for trapezoidal fuzzy data are calculated.

Source: Journal of Dynamic Systems Measurement and Control

DOI: 10.71503/jadsc.2024.1192106

Author: Maleki, Ali

Institutions: Islamic Azad University, Tehran, Islamic Azad University, West Tehran Branch

Language: English

Topic: Fuzzy Systems and Optimization

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W6940084850

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