An Evolutionary Based Approach for the Traffic Lights Optimization Problem

Ivan Davydov, Daniil Tolstykh

Результат исследования: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

Аннотация

We consider the traffic lights optimization problem which arises in city management due to continuously growing traffic. Given a road network and predictions (or statistical data) about the traffic flows through the arcs of this network the problem is to define the offsets and phase length for each traffic light in order to improve the overall quality of the service. The latter can be defined through a number of criteria, such as average speed, average trip duration, total waiting time etc. For this problem, we present an evolutionary based heuristic approach. We use a simulation model on the basis of the SUMO modeling system to evaluate the quality of obtained solutions. The results of numerical experiments on real data confirm the efficiency of the proposed approach.

Язык оригиналаанглийский
Название основной публикацииMathematical Optimization Theory and Operations Research - 18th International Conference, MOTOR 2019, Revised Selected Papers
РедакторыIgor Bykadorov, Vitaly Strusevich, Tatiana Tchemisova
ИздательSpringer International Publishing AG
Страницы19-29
Число страниц11
ISBN (печатное издание)9783030333935
DOI
СостояниеОпубликовано - 1 янв 2019
Событие18th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2019 - Ekaterinburg, Российская Федерация
Продолжительность: 8 июл 201912 июл 2019

Серия публикаций

НазваниеCommunications in Computer and Information Science
Том1090 CCIS
ISSN (печатное издание)1865-0929
ISSN (электронное издание)1865-0937

Конференция

Конференция18th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2019
СтранаРоссийская Федерация
ГородEkaterinburg
Период08.07.201912.07.2019

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Davydov, I., & Tolstykh, D. (2019). An Evolutionary Based Approach for the Traffic Lights Optimization Problem. В I. Bykadorov, V. Strusevich, & T. Tchemisova (Ред.), Mathematical Optimization Theory and Operations Research - 18th International Conference, MOTOR 2019, Revised Selected Papers (стр. 19-29). (Communications in Computer and Information Science; Том 1090 CCIS). Springer International Publishing AG. https://doi.org/10.1007/978-3-030-33394-2_2