Title :
Real-time game theoretic coordination of competitive mobility-on-demand systems
Author :
Minghui Zhu ; Frazzoli, Emilio
Author_Institution :
Lab. for Inf. & Decision Syst., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
This paper considers competitive mobility-on-demand systems where a group of vehicle sharing companies provide pickup-delivery service in populated areas. The companies, on one hand, want to collectively regulate the traffic of the user queueing network, and on the other hand, aim to maximize their own net profit at each time instant. We formulate the strategic interconnection among the companies as a real-time game. We propose an algorithm to achieve vehicle balance and practical regulation of the user queueing network. We quantify the relation between the regulation error and the system parameters.
Keywords :
game theory; mobility management (mobile radio); queueing theory; telecommunication control; telecommunication traffic; MoD systems; competitive mobility-on-demand systems; net profit maximization; one-way vehicle-sharing systems; pickup-delivery service; real-time game theoretic coordination; regulation error; strategic interconnection; system parameters; traffic regulation; user queueing network; vehicle sharing companies; Companies; Games; Nash equilibrium; Real-time systems; Vectors; Vehicle dynamics; Vehicles;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580018