Coupling Statistical and Agent-Based Models in the Optimization of Traffic Signal Control

Autor:	Hoang-Van Dong, Nguyen-Ngoc Doanh, Nguyen-Thi-Ngoc Anh, Dang-Truong Thinh
Rok vydání:	2018
Předmět:	Agent-based model Coupling Traffic signal Computer science Intersection (set theory) Control (management) Topology Homogenization (chemistry)
Zdroj:	Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ISBN: 9783319741758 INISCOM
DOI:	10.1007/978-3-319-74176-5_18
Popis:	There have been two directions to target to the problem of Traffic Signal Control (TSC): macroscopic and microscopic. On one hand, macroscopic help to find the optimal solution with an assumption of homogenization (both for vehicles and environment). On the other hand, microscopic one can take into account heterogeneity in vehicles as well as in environment. Therefore, it is very important to couple the two directions in the study of TSC. In this paper, we proposed to couple statistical and agent-based models for TSC problem in one intersection. The experiment results indicated that the proposed model is sufficient good in comparison with some others TSC strategies.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::ccfbd3dc54eeac122c9ed34bf8bd4287 https://doi.org/10.1007/978-3-319-74176-5_18 Zobrazit plný text záznamu