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A new algorithm for finding minimum spanning trees with undirected neutrosophic graphs

机译:寻找具有无向中智图的最小生成树的新算法

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摘要

In this paper, we discuss the minimum spanning tree (MST) problem of an undirected neutrosophic weighted connected graph in which a single-valued neutrosophic number, instead of a real number/fuzzy number, is assigned to each arc as its arc length.We define this type of MST as neutrosophic minimum spanning tree (NMST). We describe the utility of neutrosophic numbers as arc lengths and its application in different real world MST problems. Here, a new algorithm for designing the MST of a neutrosophic graph is introduced. In the proposed algorithm, we incorporate the uncertainty in Kruskal algorithm for designing MST using neutrosophic number as arc length. A score function is used to compare different NMSTs whose weights are computed using the addition operation of neutrosophic numbers. We compare this weight of the NMST with that of an equivalent classical MST with real numbers as arc lengths. Compared with the existing algorithms for NMST, the proposed algorithm is more efficient due to the fact that the addition operation and the ranking of neutrosophic number can be done in straightforward manners. The proposed algorithm is illustrated by numerical examples.
机译:在本文中,我们讨论了无向中智权重连通图的最小生成树(MST)问题,其中将单值中智数而不是实数/模糊数分配给每个弧作为其弧长。将这种类型的MST定义为中智最小生成树(NMST)。我们描述了中智数作为弧长的效用及其在现实世界中不同MST问题中的应用。在这里,介绍了一种用于设计中智图的MST的新算法。在提出的算法中,我们将不确定性纳入Kruskal算法中,以中智数作为弧长设计MST。得分函数用于比较不同的NMST,其权重是使用中智数的加法运算得出的。我们将NMST的权重与等效实数作为弧长的经典MST的权重进行比较。与现有的NMST算法相比,该算法效率更高,因为可以通过简单的方式完成加法运算和对中智数的排序。数值例子说明了所提出的算法。

著录项

  • 来源
    《Granular Computing》 |2019年第1期|63-69|共7页
  • 作者单位

    Saroj Mohan Institute of Technology, West Bengal, India;

    Laboratory of Information Processing, Faculty of Science Ben M'Sik, University Hassan II, B.P 7955, Sidi Othman, Casablanca, Morocco;

    VNU University of Science, Vietnam National University, 334 Nguyen Trai, Thanh Xuan, Hanoi, Vietnam;

    Ecole Royale Navale, Casablanca, Morocco;

    Laboratory of Information Processing, Faculty of Science Ben M'Sik, University Hassan II, B.P 7955, Sidi Othman, Casablanca, Morocco;

    Department of Mathematics, University of New Mexico, 705 Gurley Avenue, Gallup, NM 87301, USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Neutrosophic sets; Neutrosophic graph; Score function; Spanning tree problem;

    机译:中智集;中智图;评分功能;生成树问题;

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