On some operations and density of m-polar fuzzy graphs

Ganesh Ghorai, Madhumangal Pal
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引用次数: 60

Abstract

The theoretical concepts of graphs are highly utilized by computer science applications, social sciences, and medical sciences, especially in computer science for applications such as data mining, image segmentation, clustering, image capturing, and networking. Fuzzy graphs, bipolar fuzzy graphs and the recently developed m-polar fuzzy graphs are growing research topics because they are generalizations of graphs (crisp). In this paper, three new operations, i.e., direct product, semi-strong product and strong product, are defined on m-polar fuzzy graphs. It is proved that any of the products of m-polar fuzzy graphs are again an m-polar fuzzy graph. Sufficient conditions are established for each to be strong, and it is proved that the strong product of two complete m-polar fuzzy graphs is complete. If any of the products of two m-polar fuzzy graphs G1 and G2 are strong, then at least G1 or G2 must be strong. Moreover, the density of an m-polar fuzzy graph is defined, the notion of balanced m-polar fuzzy graph is studied, and necessary and sufficient conditions for the preceding products of two m-polar fuzzy balanced graphs to be balanced are established. Finally, the concept of product m-polar fuzzy graph is introduced, and it is shown that every product m-polar fuzzy graph is an m-polar fuzzy graph. Some operations, like union, direct product, and ring sum are defined to construct new product m-polar fuzzy graphs.

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关于m极模糊图的一些运算和密度
图的理论概念在计算机科学、社会科学和医学应用中得到了广泛的应用,特别是在数据挖掘、图像分割、聚类、图像捕获和网络等计算机科学应用中。模糊图、双极模糊图和最近发展起来的m极模糊图由于是图的一般化而成为越来越多的研究课题。本文在m极模糊图上定义了直接积、半强积和强积三种新的运算。证明了任意m极模糊图的乘积都是一个m极模糊图。建立了各强的充分条件,并证明了两个完备m极模糊图的强积是完备的。如果两个m极模糊图G1和G2的任意乘积是强的,则至少G1或G2必须是强的。在此基础上,定义了m极模糊图的密度,研究了平衡m极模糊图的概念,并给出了两个m极模糊平衡图的前积平衡的充要条件。最后,引入积m极模糊图的概念,证明了每一个积m极模糊图都是一个m极模糊图。定义了并、直积、环和等运算来构造新的积m极模糊图。
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