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JCR Impact Factor: 0.595
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Stefan cel Mare
University of Suceava
Faculty of Electrical Engineering and
Computer Science
13, Universitatii Street
Suceava - 720229

Print ISSN: 1582-7445
Online ISSN: 1844-7600
WorldCat: 643243560
doi: 10.4316/AECE


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Thomson Reuters published the Journal Citations Report for 2016. The JCR Impact Factor of Advances in Electrical and Computer Engineering is 0.595, and the JCR 5-Year Impact Factor is 0.661.

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  3/2015 - 10

Formal Specification and Verification of Real-Time Multi-Agent Systems using Timed-Arc Petri Nets

QASIM, A. See more information about QASIM, A. on SCOPUS See more information about QASIM, A. on IEEExplore See more information about QASIM, A. on Web of Science, KAZMI, S. A. R. See more information about  KAZMI, S. A. R. on SCOPUS See more information about  KAZMI, S. A. R. on SCOPUS See more information about KAZMI, S. A. R. on Web of Science, FAKHIR, I. See more information about FAKHIR, I. on SCOPUS See more information about FAKHIR, I. on SCOPUS See more information about FAKHIR, I. on Web of Science
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Download PDF pdficon (1,146 KB) | Citation | Downloads: 217 | Views: 974

Author keywords
formal specifications, formal verification, multiagent systems, Petri nets, real time systems

References keywords
systems(13), agent(11), multi(8), petri(5), software(4), modeling(4)
Blue keywords are present in both the references section and the paper title.

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

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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

[1] 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.

[2] 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 20] [SCOPUS Times Cited 33]

[3] 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]

[4] 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 2377] [SCOPUS Times Cited 3825]

[5] J. Bowen, V. Stavridou, "Safety-critical systems, formal methods and standards," Software Engineering Journal, vol. 8, no. 4, pp. 189-209, 1993.

[6] 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 49] [SCOPUS Times Cited 65]

[7] 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 156] [SCOPUS Times Cited 286]

[8] 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.

[9] 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 36]

[10] 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 50]

[11] 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]

[12] 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 19] [SCOPUS Times Cited 31]

[13] A. Giua, C. Seatzu, "Modeling and supervisory control of railway networks using petri nets," Automation Science and Engineering, vol. 5, no. 3, pp. 431-445, 2008.

[14] 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.

[15] S. Kouah, D. E. Saïdouni, J. M. Ilié, "Synchronized petri net: A formal specification model for multi agent systems," Journal of Software, vol. 8, no. 3, pp. 587-602, 2013.

[16] 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.

[17] 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 6] [SCOPUS Times Cited 8]

[18] 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 4] [SCOPUS Times Cited 9]

[19] 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.

[20] 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 340] [SCOPUS Times Cited 500]

References Weight

Web of Science® Citations for all references: 3,086 TCR
SCOPUS® Citations for all references: 4,860 TCR

Web of Science® Average Citations per reference: 147 ACR
SCOPUS® Average Citations per reference: 231 ACR

TCR = Total Citations for References / ACR = Average Citations per Reference

We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more

Citations for references updated on 2018-01-19 21:42 in 93 seconds.

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