Title :
Partial network reconfiguration through a dynamic vehicle scheduling approach
Author :
Fayech, B. ; Hammadi, S. ; Maouche, S.
Author_Institution :
Lab. d´´Automatique et d´´Informatique Industrielle de Lille, Ecole Centrale de Lille, Villeneuve d´´Ascq, France
Abstract :
Due to several external influences that affect the real-time transportation systems traffic, it is necessary to design a decision-support tool that provides some appropriate decisions to each disturbance. In this paper, this real-time regulation problem is handled as a rerouting and rescheduling problem that is proved to be NP-hard. Its resolution is in fact based on an evolutionary algorithm that integrates routing and scheduling processes to endow the regulator with immediate applicable decisions resulting, if necessary, in a partial reconfiguration of the network.
Keywords :
decision support systems; evolutionary computation; road traffic; scheduling; traffic engineering computing; transportation; NP-hard; decision-support tool; dynamic vehicle scheduling approach; evolutionary algorithm; partial network reconfiguration; real-time transportation systems traffic; vehicle rerouting; vehicle rescheduling; vehicle scheduling; Decision support systems; Dynamic scheduling; Evolutionary computation; Genetics; Job shop scheduling; Regulators; Routing; Space vehicles; Transportation; Vehicle dynamics;
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
Print_ISBN :
0-7803-7437-1
DOI :
10.1109/ICSMC.2002.1173271