Neutrosophic Fuzzy Regression: A Linear Programming Approach

Message:
Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:

Regression is a statistical technique used in finance, investment, and several other domains to assess the magnitude and precision of the association between a dependent variable (often represented as Y) and a set of other factors (referred to as independent variables). This work introduces a linear programming approach for constructing regression models for Neutrosophic data. To achieve this objective, we use the least absolute deviation approach to transform the regression issue into a linear programming problem. Ultimately, the efficacy of the suggested approach in resolving such problems has been shown via the presentation of a concrete illustration.

Language:
English
Published:
Iranian Journal Of Operations Research, Volume:15 Issue: 1, Winter and Spring 2024
Pages:
1 to 11
https://www.magiran.com/p2771629