A New Decision Making Model Based on Complex Intuitionistic Fuzzy Soft Lattice for Traffic Monitoring in the Pandemic Scenarios

IF 6.8 Q1 AUTOMATION & CONTROL SYSTEMS Advanced intelligent systems (Weinheim an der Bergstrasse, Germany) Pub Date : 2024-07-21 DOI:10.1002/aisy.202400145
Shio Gai Quek, Ganeshsree Selvachandran, Vimala Jayakumar, Phet Duong, Le Hoang Son
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Abstract

Various representations of real-life scenarios by algebraic structures are of vital importance in the modern era of Industrial Revolution 4.0 as it enables such data to be interpreted and processed by artificial intelligence, thus bridging the interaction gap between humans and machines. In response to that, this article proposes a new decision making model for traffic control among shopping complexes utilizing the novel concept of the complex intuitionistic fuzzy soft lattice of the circular type (CIFSL-C), which takes the time within a day as truly directional entities. As a result, CIFSL-C possesses the combined structural complexity and the level of sophistication of all the previous algebraic models which they are derived from, enabling them to be utilized in representing many real-life scenarios, including those related to the pandemic, which will be rigorously discussed in this article. In addition, the complex intuitionistic fuzzy soft lattice of the quaternion type (CIFSL-Q) will also be established.

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基于复杂直觉模糊软网格的新型决策模型,用于大流行病情景下的交通监控
在现代工业革命 4.0 时代,用代数结构表示现实生活中的各种场景至关重要,因为它能使人工智能解释和处理这些数据,从而缩小人类与机器之间的互动差距。为此,本文提出了一种新的购物综合体交通控制决策模型,利用了新颖的循环型复杂直观模糊软晶格(CIFSL-C)概念,将一天内的时间作为真正的方向实体。因此,CIFSL-C 具有以前所有代数模型的综合结构复杂性和复杂程度,使其能够用于表示许多现实生活场景,包括本文将严格讨论的与大流行病有关的场景。此外,还将建立四元数型复杂直观模糊软晶格(CIFSL-Q)。
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审稿时长
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