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A new perspective on traffic control management using triangular interval type-2 fuzzy sets and interval neutrosophic sets

机译:三角形间隔2模糊集和间隔中性套装交通管制管理的新视角

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摘要

Controlling traffic flow on roads is an important traffic management task necessary to ensure a peaceful and safe environment for people. The number of cars on roads at any given time is always unknown. Type-2 fuzzy sets and neutrosophic sets play a vital role in dealing efficiently with such uncertainty. In this paper, a triangular interval type-2 Schweizer and Sklar weighted arithmetic (TIT2SSWA) operator and a triangular interval type-2 Schweizer and Sklar weighted geometric (TIT2SSWG) operator based on Schweizer and Sklar triangular norms have been studied, and the validity of these operators has been checked using a numerical example and extended to an interval neutrosophic environment by proposing interval neutrosophic Schweizer and Sklar weighted arithmetic (INSSWA) and interval neutrosophic Schweizer and Sklar weighted geometric (INSSWG) operators. Furthermore, their properties have been examined; some of the more important properties are examined in detail. Moreover, we proposed an improved score function for interval neutrosophic numbers (INNs) to control traffic flow that has been analyzed by identifying the junction that has more vehicles. This improved score function uses score values of triangular interval type-2 fuzzy numbers (TIT2FNs) and interval neutrosophic numbers. Keywords: Traffic flow control, Triangular interval type-2 fuzzy number, Interval neutrosophic number, Triangular norms, Desirable properties, Score function
机译:控制道路上的交通流量是一个重要的交通管理任务,以确保人们的和平和安全的环境。任何给定时间的道路上的汽车数量都是未知的。 2型模糊集和中性学套在有效地处理这种不确定性方面发挥着至关重要的作用。在本文中,研究了三角形间隔Type-2 Schweizer和Sklar加权算术(TIT2SSWA)操作员和三角区间类型-2 Schweizer和Sklar加权几何(TIT2SSWG)操作员,基于Schweizer和Sklar三角规范以及有效性已经使用数值示例检查了这些运营商,并通过提出间隔中性学SCHWEIZER和SKLAR加权算术(INSSWA)和间隔中性学SCHWEIZER和SKLAR加权几何(INSSWG)操作员来延伸到间隔中性学环境。此外,他们的性质已经研究过;详细审查了一些更重要的属性。此外,我们提出了一种改进的间隔中性学数字(INN)的得分函数来控制通过识别有更多车辆的连接点进行分析的交通流量。这种改进的得分函数使用三角形间隔类型-2模糊数(TIT2FN)和间隔中性数字的分数值。关键词:交通流量控制,三角区间型-2模糊数,间隔中性量,三角形规范,理想性能,得分函数

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