A New Method to Solve Fuzzy Interval Flexible Linear Programming Using a Multi-Objective Approach

被引:2
|
作者
Nasseri, S. H. [1 ]
Verdegay, J. L. [2 ]
Mahmoudi, F. [1 ]
机构
[1] Univ Mazandaran, Dept Math, Babolsar, Iran
[2] Univ Granada, Dept Comp Sci & AI, Granada, Spain
关键词
Multi-objective linear programming; fuzzy interval flexible linear programming; interval linear programming; interval arithmetic; flexible constraints;
D O I
10.1080/16168658.2021.1886821
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Recently fuzzy interval flexible linear programs have attracted many interests. These models are an extension of the classical linear programming which deal with crisp parameters. However, in most of the real-world applications, the nature of the parameters of the decision-making problems are generally imprecise. Such uncertainties can lead to increased complexities in the related optimisation efforts. Simply ignoring these uncertainties is considered undesired as it may result in inferior or wrong decisions. Therefore, inexact linear programming methods are desired under uncertainty. In this paper, we concentrate a fuzzy flexible linear programming model with flexible constraints and the interval objective function and then propose a new solving approach based on solving an associated multi-objective model. Finally, a numerical example is included to illustrate the mentioned solving process.
引用
收藏
页码:221 / 238
页数:18
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