求解四指标全模糊运输问题

IF 0.5 Q4 ECONOMICS
Manal Hedid, R. Zitouni
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引用次数: 0

摘要

本文采用经典的改进方法求解四指标全模糊运输问题(FFTP4)。所有问题的数据都将以模糊数字的形式呈现。为了消除这些数据的模糊性,我们将使用排序函数程序。我们的方法求解由两相组成的FFTP4;在第一部分中,我们将使用一种众所周知的算法来寻找初始可行解,这是最小成本,罗素近似和沃格尔近似方法。在第二阶段,我们将测试初始解的最优性,如果它不是最优的,我们将改进它。通过求解不同尺寸的算例,对所提出的方法进行了数值分析;确定它们是稳定的、健壮的和高效的。通过对各种方法的比较研究,确定了求解FFTP4的合适方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Solving the four index fully fuzzy transportation problem
In this paper, we will solve the four index fully fuzzy transportation problem (\textit{FFTP$_{4}$}) with some adapted classical methods. All problem's data will be presented as fuzzy numbers. In order to defuzificate these data, we will use the ranking function procedure. Our method to solve the \textit{FFTP$_{4}$} composed of two phases; in the first one, we will use an adaptation of well-known algorithms to find an initial feasible solution, which are the least cost, Russell's approximation and Vogel's approximation methods. In the second phase, we will test the optimality of the initial solution, if it is not optimal, we will improve it. A numerical analysis of the proposed methods is performed by solving different examples of different sizes; it is determined that they are stable, robust, and efficient. A proper comparative study between the adapted methods identifies the suitable method for solving \textit{FFTP$_{4}$}.
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来源期刊
CiteScore
1.40
自引率
0.00%
发文量
5
审稿时长
22 weeks
期刊介绍: Croatian Operational Research Review (CRORR) is the journal which publishes original scientific papers from the area of operational research. The purpose is to publish papers from various aspects of operational research (OR) with the aim of presenting scientific ideas that will contribute both to theoretical development and practical application of OR. The scope of the journal covers the following subject areas: linear and non-linear programming, integer programing, combinatorial and discrete optimization, multi-objective programming, stohastic models and optimization, scheduling, macroeconomics, economic theory, game theory, statistics and econometrics, marketing and data analysis, information and decision support systems, banking, finance, insurance, environment, energy, health, neural networks and fuzzy systems, control theory, simulation, practical OR and applications. The audience includes both researchers and practitioners from the area of operations research, applied mathematics, statistics, econometrics, intelligent methods, simulation, and other areas included in the above list of topics. The journal has an international board of editors, consisting of more than 30 editors – university professors from Croatia, Slovenia, USA, Italy, Germany, Austria and other coutries.
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