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Fault Identification using Varying Weighted Sum Method in Proposed Multi Agent based Traffic Regulation and Automation System (MATRAS)
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 79 - Number 6 |
| Year of Publication: 2013 |
| Authors: Rajdeep Chatterjee, Deep Mukherjee |
10.5120/13746-1553
|
Rajdeep Chatterjee, Deep Mukherjee . Fault Identification using Varying Weighted Sum Method in Proposed Multi Agent based Traffic Regulation and Automation System (MATRAS). International Journal of Computer Applications. 79, 6 ( October 2013), 23-29. DOI=10.5120/13746-1553
Abstract
MATRAS is a newly proposed traffic monitoring and controlling model based on the Multi-Agent System. Indian Railways has a huge, robust and extremely complex network which is the largest in the World. But we are still practicing very traditional approaches in the Indian Railways, which requires frequent human interventions. As a result, any sort of mistake or deliberation could lead us to a fatal situation. The new MATRAS which is based on the Multi-Agent System is developed in such a way that it can easily be fitted into the current Indian Railway System. It not only automates the system and in turn eliminates human intervention to a certain level of the organizational hierarchy, but also takes the necessary actions voluntarily in order to run the system properly. Varying Weighted Sum method is also introduced for fault identification in the system.
References
- Indian Railways, ECoR (Indian Railways), Bhubaneswar, India.
- Michael Wooldridge: An Introduction to Multi agent Systems, Department of Computer Science, University of Liverpool, UK, JOHN WILEY & SONS, LTD.
- Gerhard Weiss: Multiagent Systems: A Modern Approach to Distributed Modern Approach to Artificial Intelligence, The MIT Press Cambridge, London, England.
- Saroj Kausik: Artificial Intelligence, Department of Computer Science, Indian Institute of Technology Delhi, CENGAGE Learning India PVT. LTD. 2012.
- Shibakali Gupta, Rajdeep Chatterjee, Sripati Mukhopadhyay; Transaction and Performance analysis of Clinical Diagnosis System: A Novel Scheme using Multi Agent System, IJCA Proceedings on International Conference on Recent Trends in Information Technology and Computer Science 2012 ICRTITCS(7):11-15, February 2013.
- Shibakali Gupta, S Pujari: A multi-agent system (MAS) based scheme for health care and medical diagnosis system, Intelligent Agent & Multi-Agent Systems, IAMA 2009. International Conference on pp. 1-3, IEEE proceedings.
- Xiaojun Shen, Shirmohammadi, S. Desmarais, C. Georganas and Nicolas D: Multi-agent System Architecture for Collaborative E-Commerce, Electrical and Computer Engineering, CCECE '06, pp 284-286, May 2006.
- P. G. Balaji, D. Srinivasan: Multi-Agent System in Urban Traffic Signal Control, Computational Intelligence Magazine, IEEE, vol. 5, issue 4, pp. 43–51, 2010.
- Wei Wenjun , Fan Duowang: Study on Multi-agent Railway Signal Control System, Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), 2011 IEEE International Conference, pp. 235–238, 2011.
- F. P. Maturana, P. Tichy, P. Slechta, F. Discenzo, R. J. Staron, and K. Hall: Distributed multi-agent architecture for Automation Systems, Expert Systems with Applications, vol. 26, no. 1, pp. 49–56, 2004.
- M. C. Choy, D. Srinivasan, R. L. Cheu: Cooperative, Hybrid Agent Architecture for Real-Time Traffic Signal Control, IEEE Trans. Syst. , Man, Cybern. A, vol. 33, no. 5, pp. 597–607, 2003.
- History of Indian Railway - http://en. wikipedia. org/wiki/Indian_Railways
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