DocumentCode
243124
Title
Multi agent based railway scheduling and optimization
Author
Dalapati, Poulami ; Singh, Arambam James ; Dutta, Arin ; Bhattacharya, Surya
Author_Institution
Dept. of IT, NIT, Durgapur, India
fYear
2014
fDate
22-25 Oct. 2014
Firstpage
1
Lastpage
6
Abstract
This paper proposes a multi agent based timetable scheduling algorithm for railway system which handles the in-between time delay of the newly introduced train. The delay management indeed optimizes the total journey time, hence increases the total utility of the whole railway system as well. Here we show that schedule generated by our proposed algorithm is the most optimized schedule. It is done by using the notion of DCOP(Distributed Constraint Optimization Problem), where we define some metric to analyze the system to achieve our goals. We use JADE(Java Agent DEvelopment Framework) platforms to simulate our work and test it using a small network. We also take a small case study to compare our proposed work with the existing one and the results are therefore presented.
Keywords
Java; delays; multi-agent systems; optimisation; railways; scheduling; software agents; DCOP; JADE; Java agent development framework; distributed constraint optimization problem; multiagent based timetable scheduling algorithm; railway system; time delay management; Delays; Joining processes; Optimization; Rail transportation; Schedules; Scheduling; Silicon; Distributed Constraint Optimization; Multi agent system; Railway Timetable; Railway scheduling;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON 2014 - 2014 IEEE Region 10 Conference
Conference_Location
Bangkok
ISSN
2159-3442
Print_ISBN
978-1-4799-4076-9
Type
conf
DOI
10.1109/TENCON.2014.7022389
Filename
7022389
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