TY - JOUR
T1 - Optimal capacity allocation for heavy-traffic fixed-cycle traffic-light queues and intersections
AU - Boon, Marko
AU - Janssen, Guido
AU - van Leeuwaarden, Johan
AU - Timmerman, Rik
N1 - Funding Information:
The work in this paper is supported by the Netherlands Organization for Scientific Research (NWO) under grant number 438-13-206 . The work of JvL is further supported by an NWO, The Netherlands Vici grant. The funding resource had no involvement in the design and execution of the study.
PY - 2023/1
Y1 - 2023/1
N2 - Setting traffic light signals is a classical topic in traffic engineering, and important in heavy-traffic conditions when green times become scarce and longer queues are inevitably formed. For the fixed-cycle traffic-light queue, an elementary queueing model for one traffic light with cyclic signaling, we obtain heavy-traffic limits that capture the long-term queue behavior. We leverage the limit theorems to obtain sharp performance approximations for one queue in heavy traffic. We also consider optimization problems that aim for optimal division of green times among multiple conflicting traffic streams. We show that inserting heavy-traffic approximations leads to tractable optimization problems and close-to-optimal signal prescriptions.
AB - Setting traffic light signals is a classical topic in traffic engineering, and important in heavy-traffic conditions when green times become scarce and longer queues are inevitably formed. For the fixed-cycle traffic-light queue, an elementary queueing model for one traffic light with cyclic signaling, we obtain heavy-traffic limits that capture the long-term queue behavior. We leverage the limit theorems to obtain sharp performance approximations for one queue in heavy traffic. We also consider optimization problems that aim for optimal division of green times among multiple conflicting traffic streams. We show that inserting heavy-traffic approximations leads to tractable optimization problems and close-to-optimal signal prescriptions.
KW - Capacity allocation problem
KW - Fixed-cycle traffic-light queue
KW - Heavy traffic
KW - Optimal signal settings
KW - Queueing theory
UR - http://www.scopus.com/inward/record.url?scp=85143136778&partnerID=8YFLogxK
U2 - 10.1016/j.trb.2022.11.010
DO - 10.1016/j.trb.2022.11.010
M3 - Article
AN - SCOPUS:85143136778
SN - 0191-2615
VL - 167
SP - 79
EP - 98
JO - Transportation Research. Part B: Methodological
JF - Transportation Research. Part B: Methodological
ER -