Solving simultaneous route guidance and traffic signal optimization problem using space-phase-time hypernetwork

Research output: Contribution to journalArticlepeer-review

34 Scopus citations

Abstract

This paper addresses the problem of simultaneous route guidance and traffic signal optimization problem (RGTSO) where each vehicle in a traffic network is guided on a path and the traffic signals servicing these vehicles are set to minimize their travel times. The network is modeled as a space-phase-time (SPT) hyper-network to explicitly represent the traffic signal control phases and time-dependent vehicle paths. A Lagrangian-relaxation-based optimization framework is proposed to decouple the RGTSO problem into two subproblems: the Route Guidance (RG) problem for multiple vehicles with given origins and destinations and the Traffic Signal Optimization (TSO) problem. In the RG subproblem, the route of each vehicle is provided subject to time-dependent link capacities imposed by the solution of the TSO problem, while the traffic signal timings are optimized according to the respective link travel demands aggregated from the vehicle trajectories. The dual prices of the RG subproblem indicate search directions for optimization of the traffic signal phase sequences and durations in the TSO subproblem. Both RG and TSO subproblems can be solved using a computationally efficient finite-horizon dynamic programming framework, enhanced by parallel computing techniques. Two numerical experiments demonstrated that the system optimum of the RGTSO problem can be quickly reached with relatively small duality gap for medium-size urban networks.

Original languageEnglish (US)
Pages (from-to)103-130
Number of pages28
JournalTransportation Research Part B: Methodological
Volume81
Issue numberP1
DOIs
StatePublished - Nov 1 2015

Keywords

  • Dynamic programming
  • Dynamic traffic assignment
  • Lagrangian relaxation
  • Network flow modeling
  • Network traffic signal control
  • Optimization
  • Route guidance

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Transportation

Fingerprint Dive into the research topics of 'Solving simultaneous route guidance and traffic signal optimization problem using space-phase-time hypernetwork'. Together they form a unique fingerprint.

Cite this