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Fuzzy Logic in Traffic Engineering: A Review on Signal Control

机译:交通工程中的模糊逻辑:信号控制综述

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Since 1965 when the fuzzy logic and fuzzy algebra were introduced by Lotfi Zadeh, the fuzzy theory successfully found its applications in the wide range of subject fields. This is mainly due to its ability to process various data, including vague or uncertain data, and provide results that are suitable for the decision making. This paper aims to provide comprehensive overview of literature on fuzzy control systems used for the management of the road traffic flow at road junctions. Several theoretical approaches from basic fuzzy models from the late 1970s to most recent combinations of real-time data with fuzzy inference system and genetic algorithms are mentioned and discussed throughout the paper. In most cases, fuzzy logic controllers provide considerable improvements in the efficiency of traffic junctions’ management.
机译:自1965年Lotfi Zadeh引入模糊逻辑和模糊代数以来,模糊理论已成功地在广泛的学科领域中得到了应用。这主要是由于它具有处理各种数据(包括模糊数据或不确定数据)并提供适合决策的结果的能力。本文旨在提供有关模糊控制系统的文献的综合概述,该系统用于道路交叉口的道路交通流量管理。从1970年代后期的基本模糊模型到实时数据与模糊推理系统和遗传算法的最新结合,本文中涉及并讨论了几种理论方法。在大多数情况下,模糊逻辑控制器可极大地改善交通路口的管理效率。

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