A Genetic Algorithm Approach to Optimization of Vehicular Traffic in Cities by Means of Configuring Traffic Lights

机译：一种遗传算法通过配置红绿灯来优化城市车辆流量的方法

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摘要

The paper presents a genetic algorithm approach for a traffic light optimization problem. The algorithm was tested using Traffic Simulation Framework, a quite advanced software tool for simulating and investigating vehicular traffic in cities.

机译：本文介绍了交通灯优化问题的遗传算法方法。使用业务仿真框架测试了算法，是一个相当高级的软件工具，用于模拟和调查城市的车辆流量。

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来源
《International Symposium on Methodologies for Intelligent Systems》|2011年||共10页
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作者
Pawel Gora;
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正文语种
中图分类人工智能理论;
关键词
traffic simulation; genetic algorithm; traffic light setting problem;

机译：交通仿真;遗传算法;交通灯设置问题;

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专利

1. Multiple Objective Genetic Algorithms for Solving Traffic Signal Optimization Issue at a Complex Intersection A Case Study in Taichung City, Taiwan [J] . Do Van Manh, Lin Liang- Tay, Liu Pei, The Open Civil Engineering Journal . 2020,第1期

机译：多目标遗传算法，用于解决复杂交叉口交通信号优化问题的案例研究台，台湾台中市
2. Optimizing traffic lights in a cellular automaton model for city traffic - art. no. 056132 [J] . Brockfeld E., Schadschneider A., Schreckenberg M., Physical review, E. Statistical physics, plasmas, fluids, and related interdisciplinary topics . 2001,第5aPta2期

机译：在蜂窝自动机模型中为城市交通优化交通灯-艺术。没有。 056132
3. An Integrated Model to Control Traffic Lights Controlling of Traffic Lightsin Multiple Intersections Using Fuzzy Logic and Genetic Algorithm [J] . Khaled Abdul Rahman Jomaa, Cheng Jack Kie Business and Economics Journal . 2017,第1期

机译：基于模糊逻辑和遗传算法的多路口交通信号灯控制集成模型
4. A Genetic Algorithm Approach to Optimization of Vehicular Traffic in Cities by Means of Configuring Traffic Lights [C] . Pawel Gora Emerging intelligent technologies in industry . 2011

机译：一种配置交通信号灯的城市车辆交通优化遗传算法
5. Optimization of adaptive traffic signal control with transit signal priority at isolated intersections using parallel genetic algorithms. [D] . Zhou, Guangwei. 2006

机译：使用并行遗传算法优化隔离路口具有过渡信号优先权的自适应交通信号控制。
6. A Multi-agent Ant Colony Optimization Algorithm for Effective Vehicular Traffic Management [O] . Saju Sankar S, Vinod Chandra S S -1

机译：一种用于有效车辆交通管理的多功能蚁群优化算法
7. Optimizing City Traffic Light Management for Improving Traffic System in Smart Cities [O] . Md Ilyas, Varsha Zokarkar 2016

机译：优化城市红绿灯管理，以改善智能城市交通系统

A Genetic Algorithm Approach to Optimization of Vehicular Traffic in Cities by Means of Configuring Traffic Lights

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