DocumentCode
3523694
Title
A multi-agent Decision Support System for optimization of co-modal transportation route planning services
Author
Dotoli, Mariagrazia ; Hammadi, Slim ; Jeribi, Karama ; Russo, Carmine ; Zgaya, Hayfa
Author_Institution
Dept. of Electr. & Inf. Eng., Polytech. of Bari, Bari, Italy
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
911
Lastpage
916
Abstract
We present a Decision Support System (DSS) for co-modal transportation. The DSS answers multiple route planning requests in a co-modal setting with vehicle preference and conflicting criteria, e.g., costs, time, and gas emissions minimization. The DSS architecture is based on the inherently distributed multi-agent systems framework that allows the decomposition of the route planning problem into multiple simpler tasks. A genetic algorithm is employed to obtain the optimal user-vehicle-route combinations according to the users preferences. The DSS is tested simulating itinerary requests with conflicting preferences in Nord Pas de Calais (France).
Keywords
decision support systems; genetic algorithms; multi-agent systems; path planning; traffic engineering computing; transportation; DSS architecture; France; Nord Pas de Calais; co-modal transportation route planning services; conflicting criteria; conflicting preferences; distributed multiagent systems framework; genetic algorithm; itinerary requests; multiagent decision support system; multiple route planning requests; optimal user-vehicle-route combinations; optimization; route planning problem decomposition; users preferences; vehicle preference; Computer architecture; Decision support systems; Genetic algorithms; Multi-agent systems; Optimization; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6759998
Filename
6759998
Link To Document