Simplex Algorithm for Hesitant Fuzzy Linear Programming Problem with Hesitant Decision Variables and Right-hand-side Values

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Samane Saghi, Alireza Nazemi, Sohrab Effati, Mahdi Ranjbar
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引用次数: 0

Abstract

In order to make the best decisions in real-world applications, we must deal with optimization and decision-making problems that call for the input of experts and masters. Using an optimization problem with hesitant fuzzy parameters is important in these circumstances. Few studies have been done on the problem of hesitant fuzzy linear programming (HFLP). Therefore, in this article we study HFLP problems with hesitant decision variables and right-hand-side values. In order to solve the mentioned optimization problems, we suggest the hesitant fuzzy simplex algorithm. For this, first state the optimization theorems then express the hesitant fuzzy simplex algorithm using the introduced linear ranking functions. We will finally test the implementation of the suggested strategy by solving two descriptive examples using hesitant fuzzy information.

Abstract Image

具有犹豫决策变量和右侧值的犹豫模糊线性规划问题的简约算法
为了在实际应用中做出最佳决策,我们必须处理需要专家和大师提供意见的优化和决策问题。在这种情况下,使用带有犹豫模糊参数的优化问题就显得非常重要。关于犹豫模糊线性规划(HFLP)问题的研究很少。因此,本文将研究具有犹豫不决的决策变量和右侧值的 HFLP 问题。为了解决上述优化问题,我们提出了犹豫模糊单纯形算法。为此,我们首先阐述了优化定理,然后使用引入的线性排序函数表达了犹豫模糊单纯形算法。最后,我们将通过使用犹豫模糊信息解决两个描述性实例来检验建议策略的实施效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Fuzzy Systems
International Journal of Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
7.80
自引率
9.30%
发文量
188
审稿时长
16 months
期刊介绍: The International Journal of Fuzzy Systems (IJFS) is an official journal of Taiwan Fuzzy Systems Association (TFSA) and is published semi-quarterly. IJFS will consider high quality papers that deal with the theory, design, and application of fuzzy systems, soft computing systems, grey systems, and extension theory systems ranging from hardware to software. Survey and expository submissions are also welcome.
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