Efficient Algorithms for Identifying Loop Formation and Computing θ Value for Solving Minimum Cost Flow Network Problems

Timothy Michael Chávez, D. T. Nguyen
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Abstract

While the minimum cost flow (MCF) problems have been well documented in many publications, due to its broad applications, little or no effort have been devoted to explaining the algorithms for identifying loop formation and computing the θ value needed to solve MCF network problems. This paper proposes efficient algorithms, and MATLAB computer implementation, for solving MCF problems. Several academic and real-life network problems have been solved to validate the proposed algorithms; the numerical results obtained by the developed MCF code have been compared and matched with the built-in MATLAB function Linprog() (Simplex algorithm) for further validation.
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最小代价流网络问题中回路形成识别和θ值计算的有效算法
虽然最小成本流(MCF)问题已经在许多出版物中得到了很好的记录,但由于其广泛的应用,很少或没有努力用于解释识别环路形成和计算解决MCF网络问题所需的θ值的算法。本文提出了解决MCF问题的有效算法和MATLAB计算机实现。已经解决了几个学术和现实生活中的网络问题来验证所提出的算法;将所开发的MCF代码得到的数值结果与内置的MATLAB函数Linprog()(单纯形算法)进行了比较和匹配,以进一步验证。
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