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Formal Specification and Verification of Real-Time Multi-Agent Systems using Timed-Arc Petri NetsQASIM, A. , KAZMI, S. A. R. , FAKHIR, I.
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formal specifications, formal verification, multiagent systems, Petri nets, real time systems
systems(13), agent(11), multi(8), petri(5), software(4), modeling(4)
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About this article
Date of Publication: 2015-08-31
Volume 15, Issue 3, Year 2015, On page(s): 73 - 78
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2015.03010
Web of Science Accession Number: 000360171500010
SCOPUS ID: 84940733873
In this study we have formally specified and verified the actions of communicating real-time software agents (RTAgents). Software agents are expected to work autonomously and deal with unfamiliar situations astutely. Achieving cent percent test cases coverage for these agents has always been a problem due to limited resources. Also a high degree of dependability and predictability is expected from real-time software agents. In this research we have used Timed-Arc Petri Net's for formal specification and verification. Formal specification of e-agents has been done in the past using Linear Temporal Logic (LTL) but we believe that Timed-Arc Petri Net's being more visually expressive provides a richer framework for such formalism. A case study of Stock Market System (SMS) based on Real Time Multi Agent System framework (RTMAS) using Timed-Arc Petri Net's is taken to illustrate the proposed modeling approach. The model was verified used AF, AG, EG, and EF fragments of Timed Computational Tree Logic (TCTL) via translations to timed automata.
|References|||||Cited By «-- Click to see who has cited this paper|
| N. R. Jennings, K. Sycara, M. Wooldridge, "A roadmap of agent research and development," Autonomous agents and multi-agent systems, vol. 1, no. 1, pp. 7-38, 1998. |
[CrossRef] [SCOPUS Times Cited 1391]
 E. Sikora, B. Tenbergen, K. Pohl, "Industry needs and research directions in requirements engineering for embedded systems," Requirements Engineering, vol. 17, no. 1, pp. 57-78, 2012.
[CrossRef] [Web of Science Times Cited 28] [SCOPUS Times Cited 49]
 R. Alur, A. Itai, R. P. Kurshan, M. Yannakakis, "Timing verification by successive approximation," Information and Computation, vol. 118, no. 1, pp. 142-157, 1995.
[CrossRef] [Web of Science Times Cited 35] [SCOPUS Times Cited 53]
 R. Alur, D. L. Dill, "A theory of timed automata," Theoretical computer science, vol. 126, no. 2, pp. 183-235, 1994.
[CrossRef] [Web of Science Times Cited 2631] [SCOPUS Times Cited 4236]
 J. Bowen, V. Stavridou, "Safety-critical systems, formal methods and standards," Software Engineering Journal, vol. 8, no. 4, pp. 189-209, 1993.
[CrossRef] [Web of Science Times Cited 86]
 S. Park, V. Sugumaran, "Designing multi-agent systems: a framework and application," Expert Systems with Applications, vol. 28, no. 2, pp. 259-271, 2005.
[CrossRef] [Web of Science Times Cited 50] [SCOPUS Times Cited 70]
 D. L. Martin, A. J. Cheyer, D. B. Moran, "The open agent architecture: A framework for building distributed software systems," Applied Artificial Intelligence, vol. 13, no. 1-2, pp. 91-128, 1999.
[CrossRef] [Web of Science Times Cited 158] [SCOPUS Times Cited 293]
 L. C. DiPippo, V. F. Wolfe, L. Nair, E. Hodys, O. Uvarov, "A realtime multi-agent system architecture for e-commerce applications", pp. 357-364, IEEE, 2001.
[CrossRef] [Web of Science Times Cited 1] [SCOPUS Times Cited 17]
 M. Wooldridge, "Semantic issues in the verification of agent communication languages," Autonomous agents and multi-agent systems, vol. 3, no. 1, pp. 9-31, 2000.
[CrossRef] [Web of Science Times Cited 38] [SCOPUS Times Cited 102]
 L. Giordano, A. Martelli, C. Schwind, "Specifying and verifying interaction protocols in a temporal action logic," Journal of Applied Logic, vol. 5, no. 2. pp. 214-234, 2007.
[CrossRef] [SCOPUS Times Cited 54]
 M. Benerecetti, F. Giunchiglia, L. Serafini, "Model checking multiagent systems," Journal of Logic and Computation, vol. 8, no. 3, pp. 401-423, 1998.
[CrossRef] [Web of Science Times Cited 44] [SCOPUS Times Cited 74]
 D. J. T. Sumpter, G. B. Blanchard, "Ants and agents: a process algebra approach to modelling ant colony behaviour," Bulletin of Mathematical Biology, vol. 63, no. 5, pp. 951-980, 2001.
[CrossRef] [Web of Science Times Cited 20] [SCOPUS Times Cited 34]
 A. Giua, C. Seatzu, "Modeling and supervisory control of railway networks using petri nets," Automation Science and Engineering, IEEE Transactions on, vol. 5, no. 3, pp. 431-445, 2008.
[CrossRef] [Web of Science Times Cited 70] [SCOPUS Times Cited 107]
 G. Ali, S. Khan, N. A. Zafar, F. Ahmad, "Formal modeling towards a dynamic organization of multi-agent systems using communicating x-machine and z-notation," Indian Journal of Science and Technology, vol. 5, no. 7, pp. 2972-2977, 2012.
 S. Kouah, D. E. Sadouni, J. M. Ilie, "Synchronized petri net: A formal specification model for multi agent systems," Journal of Software, vol. 8, no. 3, pp. 587-602, 2013.
 S. Khosravifar, "Modeling multi agent communication activities with petri nets," International Journal of Information and Education Technology, vol. 3, no. 3, pp. 310-314, 2013.
 L. Chang, X. He, S. M. Shatz , "A methodology for modeling multi-agent systems using nested petri nets," International Journal of Software Engineering and Knowledge Engineering, vol. 22, no. 7, pp. 891-925, 2012.
[CrossRef] [Web of Science Times Cited 8] [SCOPUS Times Cited 10]
 A. Pla, P. Gay, J. Melendez, B. Lopez, "Petri net-based process monitoring: A workflow management system for process modelling and monitoring," Journal of Intelligent Manufacturing, vol. 25, no. 3, pp. 539-554, 2014.
[CrossRef] [Web of Science Times Cited 14] [SCOPUS Times Cited 17]
 A. David, L. Jacobsen, M. Jacobsen, K. Y. Jorgensen, M. H. Moller, J. Srba, "Tools and Algorithms for the Construction and Analysis of Systems", pp. 492-497, Springer, 2012.
 T. A. Henzinger, X. Nicollin, J. Sifakis, S. Yovine, "Symbolic model checking for real-time systems," Information and computation, vol. 111, no. 2, pp. 193-244, 1994.
[CrossRef] [Web of Science Times Cited 364] [SCOPUS Times Cited 534]
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