Some New Concepts of Interval-Valued Picture Fuzzy Graphs and Their Application Toward the Selection Criteria

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Fuzzy Systems Pub Date : 2024-07-11 DOI:10.1007/s40815-024-01789-x
Yongsheng Rao, Ruxian Chen, Waheed Ahmad Khan, Alishba Zahid
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Abstract

Interval-valued picture fuzzy sets (IVPFSs) being the most advanced form of fuzzy sets (FSs) has more capacity to analyze the network state more intelligently. It is proven that IVPFS is most useful to solve many real life problems having uncertainties. In comparison with the other generalizations of fuzzy graphs (FGs), IVPFG is proven more beneficial in solving complicated problems containing uncertainties. In this study, we propose some new concepts of covering and matching in IVPFGs based on strong arcs. We begin our study by introducing the concepts of covering in IVPFGs which includes strong node covering (SNC), strong arc covering (SAC), strong arc covering number (SAC number), and strong independent set (SIS). Based on these terms, we provide several characterizations of different types of IVPFGs like complete IVPFGs and complete bipartite IVPFGs. Afterward, we introduce the terms matching, strong matching etc for IVPFGs. We also present some useful results related to some special IVPFGs with respect to these terms. Finally, we provide the utilization of strong arcs and SIS in order to arrange the meeting of the members of social network comprising players engaged in diverse games.

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区间值图像模糊图的一些新概念及其在选择标准中的应用
区间值图像模糊集(IVPFSs)是模糊集(FSs)的最高级形式,它具有更强的智能分析网络状态的能力。事实证明,IVPFS 在解决现实生活中的许多不确定问题时非常有用。与模糊图(FGs)的其他一般化相比,IVPFG 被证明更有利于解决包含不确定性的复杂问题。在本研究中,我们提出了一些基于强弧的 IVPFG 中覆盖和匹配的新概念。首先,我们介绍了 IVPFG 中的覆盖概念,包括强节点覆盖(SNC)、强弧覆盖(SAC)、强弧覆盖数(SAC 数)和强独立集(SIS)。基于这些术语,我们对不同类型的 IVPFGs(如完全 IVPFGs 和完全双方格 IVPFGs)进行了描述。随后,我们介绍了 IVPFGs 的匹配、强匹配等术语。我们还介绍了与这些术语相关的一些特殊 IVPFG 的有用结果。最后,我们介绍了如何利用强弧和 SIS 来安排由参与不同游戏的玩家组成的社会网络中的成员会面。
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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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