Title :
An Integrated Control Model for Freeway Corridor Under Nonrecurrent Congestion
Author :
Liu, Yue ; Chang, Gang-Len ; Yu, Jie
Author_Institution :
Univ. of Wisconsin, Milwaukee, WI, USA
fDate :
5/1/2011 12:00:00 AM
Abstract :
This paper presents an integrated model and its solution algorithm for freeway corridor control during incident management. With a parallel arterial as the detour route, the proposed model aims at producing the optimal diversion rates from the freeway mainline to relieve the congestion at the incident segment and concurrently adjust signal timings at the arterial intersections to best accommodate the detour traffic. Different from previous studies, the presented model and algorithm have the following two critical features: 1) modeling explicitly the evolution of detour traffic along the ramps and surface streets with a set of dynamic network flow formulations to capture the local bottlenecks caused by demand surge due to diversion operations and to properly set the responsive signal timing plans and 2) developing a multiobjective optimization framework to maximize the utilization of the available corridor capacity via detour operations but not to incur excessive congestion on the arterials and ramps. This study employs a genetic algorithm (GA)-based heuristic to efficiently yield the reliable solution, depending on the decision maker´s preference. Extensive numerical tests on a segment along the I-95 corridor with its neighboring arterials have demonstrated the potential of the developed model for integrated freeway corridor control.
Keywords :
decision making; genetic algorithms; road traffic; traffic control; GA-based heuristic; arterial intersections; corridor capacity; decision maker preference; demand surge; detour operations; detour route; detour traffic; diversion operations; dynamic network flow formulations; excessive congestion; freeway mainline; genetic algorithm; incident management; incident segment; integrated control model; integrated freeway corridor control; multiobjective optimization framework; nonrecurrent congestion; optimal diversion rates; parallel arterial; ramps; responsive signal timing plans; signal timings; solution algorithm; surface streets; Centralized control; Computational modeling; Mathematical model; Optimization; Traffic control; Vehicle dynamics; Vehicles; Diversion; freeway operation; integrated traffic control; traffic flow model;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2011.2115264