Some Aggregation Operators Based on Dombi t-norm (TN) and t-co-norm (TCN) Operations: Applications in Economic Corridor Prospective

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Fuzzy Systems Pub Date : 2024-05-18 DOI:10.1007/s40815-024-01702-6
Hongbin Ying, Muhammad Gulistan, Muhammad Asif, Khursheed Aurangzeb, Amir Rafique
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Abstract

The role of transportation in international trade cannot be overlooked; hence, the need for regular upgrades of roads and marketplaces. The Karakorum Highway (KKH), a vital part of the China–Pakistan economic corridor that connects China with Arabian waters, has not received significant attention from the National Highway Authority (NHA) due to uncertainties in many regions. To address this issue, the study employs Dombi operations using Polytopic fuzzy sets to explore uncertainty in decision-making. The Dombi t-norm and t-co-norm can capture inconsistencies, making it an effective tool in the decision-making process. The study applies the Polytopic fuzzy Dombi-weighted averaging (PF-DWA) operator, the Polytopic fuzzy Dombi-ordered weighted averaging (PF-DOWA) operator, and the Polytopic fuzzy Dombi hybrid-weighted averaging (PF-DHWA) operator to demonstrate how the model can help the NHA open bidding for interested companies to repair damaged areas, bridges, and side barriers affected by floods. The study reveals that infrastructure is essential for the development of any country, and the most suitable choice for reconstruction can be made using the proposed methods.

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一些基于 Dombi t-norm (TN) 和 t-co-norm (TCN) 运算的聚合运算符:经济走廊前景中的应用
运输在国际贸易中的作用不容忽视,因此需要对公路和市场进行定期升级。喀喇昆仑公路(KKH)是连接中国与阿拉伯水域的中巴经济走廊的重要组成部分,但由于许多地区存在不确定性,该公路并未得到国家公路局(NHA)的高度重视。为解决这一问题,本研究利用多拓扑模糊集的 Dombi 运算来探索决策中的不确定性。Dombi t-norm 和 t-co-norm 可以捕捉不一致性,使其成为决策过程中的有效工具。本研究应用了多拓扑模糊 Dombi 加权平均(PF-DWA)算子、多拓扑模糊 Dombi 排序加权平均(PF-DOWA)算子和多拓扑模糊 Dombi 混合加权平均(PF-DHWA)算子,展示了该模型如何帮助国家住房管理局公开招标,让有兴趣的公司修复受洪水影响的受损区域、桥梁和边障。研究表明,基础设施对任何国家的发展都是至关重要的,可以利用建议的方法做出最合适的重建选择。
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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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