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The Multi-Agent System and Stochastic Process in the Road Traffic
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 62 - Number 12 |
| Year of Publication: 2013 |
| Authors: Gouiouez Mounir, N. Rais, M. Azzouzi Idrissi |
10.5120/10132-4922
|
Gouiouez Mounir, N. Rais, M. Azzouzi Idrissi . The Multi-Agent System and Stochastic Process in the Road Traffic. International Journal of Computer Applications. 62, 12 ( January 2013), 20-26. DOI=10.5120/10132-4922
Abstract
In recent ?years, ? the rapid growth of road traffic density ?generates a rising request for tools that can be used to analyze and ?control the traffic networks. The Microscopic traffic simulation is one of the major tools used in the analysis of traffic systems; it provides a very detailed study of the interaction between the elements of the traffic network. Thus microscopic traffic simulation has become an ever increasing field of research and development. ? The main aim if this paper is to provide a new model for microscopic traffic simulation; Traditional traffic simulation models neglect some real-life factors that need to be ?considered, such as the effect of random distribution in ?the entry of lane. This paper combines the ?Multi-Agent Systems ? (MAS) ? and the stochastic process to model the randomness of vehicles arrival at the entry of the lane. ?The second contribution of this paper is about the internal structure of mobile agents[8] which initially reacts ?according to the instructions of the Main agent (MA); in the case of a lack of dynamic information, ?the mobile agents take decisions based on their experiences accumulated during previous interactions. The obtained results illustrate that using the randomness in the reaction of agent enhanced greatly the performance of simulation.
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