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Formal specification of multi-agent systems by using EUSMs

García Merayo, Mercedes and Núñez García, Manuel and Rodríguez Laguna, Ismael (2007) Formal specification of multi-agent systems by using EUSMs. In International Symposium on Fundamentals of Software Engineering, Proceedings. Lecture Notes in Computer Science (4767 ). SPRINGER-VERLAG BERLIN, Berlín, pp. 318-333. ISBN 978-3-540-75697-2

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Abstract

The behavior of e-commerce agents can be defined at different levels of abstraction. A formalism allowing to define them in terms of their economic activities, Utility State Machines, has been proposed. Due to its high level of abstraction, this formalism focuses on describing the economic goals rather on how they are achieved. Though this approach is suitable to specify the objectives of e-commerce agents, as well as to construct formal analysis methodologies, this framework is not suitable to define the strategic behavior of agents. In this paper we develop a new formalism to explicitly define the strategic behavior of agents in a modular way. In particular, we reinterpret the role of utility functions, already used in USMs in a more restrictive manner, so that they define strategic preferences and activities of agents. We apply the formalism to define the agents in a benchmark e-commerce agent environment, the Supply Chain Management Game. Since the strategic behavior of agents is located in a specific part of the formalism, different strategies can be easily considered, which enhances the reusability of the proposed specification.


Item Type:Book Section
Additional Information:

International Symposium on Fundamentals of Software Engineering. APR 17-19, 2007. Teherán. Irán.

Uncontrolled Keywords:Formal specification of multi-agent systems; Autonomous agents; E-commerce; Mediated electronic commerce; Semantics; Design
Subjects:Sciences > Mathematics > Operations research
ID Code:15789
References:

Guttman, R., Moukas, A., Maes, P.: Agent-mediated electronic commerce: A survey. The Knowledge Engineering Review 13(2), 147–159 (1998)

Sandholm, T.: Agents in electronic commerce: Component technologies for automated negotiation and coalition formation. In: Klusch, M., Weiss, G. (eds.) CIA 1998. LNCS (LNAI), vol. 1435, pp. 113–134. Springer, Heidelberg (1998)

Ma, M.: Agents in e-commerce. Communications of the ACM 42(3), 79–80 (1999)

He, M., Jennings, N., Leung, H.: On agent-mediated electronic commerce. IEEE Trans. on Knowledge and Data Engineering 15(4), 985–1003 (2003)

Sierra, C.: Agent-mediated electronic commerce. Autonomous Agents and Multi-Agent Systems 9(3), 285–301 (2004)

Gruer, P., Hilaire, V., Koukam, A., Cetnarowicz, K.: A formal framework for multi-agent systems analysis and design. Expert Systems and Applications 23, 349–355 (2002)

Hilaire, V., Simonin, O., Koukam, A., Ferber, J.: A formal approach to design and reuse agent and multiagent models. In: Odell, J.J., Giorgini, P., Müller, J.P. (eds.) AOSE 2004. LNCS, vol. 3382, pp. 142–157. Springer, Heidelberg (2005)

Cabac, L., Moldt, D.: Formal semantics for AUML agent interaction protocol diagrams. In: Odell, J.J., Giorgini, P., Müller, J.P. (eds.) AOSE 2004. LNCS, vol. 3382, pp. 47–61. Springer, Heidelberg (2005)

Clarke, E., Grumberg, O., Peled, D.: Model Checking. MIT Press, Cambridge (2000)

Benerecetti, M., Cimatti, A.: Validation of multiagent systems by symbolic model checking. In: Giunchiglia, F., Odell, J.J., Weiss, G. (eds.) AOSE 2002. LNCS, vol. 2585, pp. 32–46. Springer, Heidelberg (2003)

Myers, G.: The Art of Software Testing, 2nd edn. John Wiley and Sons, West Sussex, England (2004)

Núñez, M., Rodríguez, I., Rubio, F.: Testing of autonomous agents described as utility state machines. In: Núñez, M., Maamar, Z., Pelayo, F.L., Pousttchi, K., Rubio, F. (eds.) FORTE 2004. LNCS, vol. 3236, pp. 322–336. Springer, Heidelberg (2004)

Rodríguez, I.: Formal specification of autonomous commerce agents. In: SAC 2004, pp. 774–778. ACM Press, New York (2004)

Rodríguez, I., Núñez, M., Rubio, F.: Specification of autonomous agents in e-commerce systems. In: Núñez, M., Maamar, Z., Pelayo, F.L., Pousttchi, K., Rubio, F. (eds.) FORTE 2004. LNCS, vol. 3236, pp. 30–43. Springer, Heidelberg (2004)

Núñez, M., Rodríguez, I., Rubio, F.: Specification and testing of autonomous agents in e-commerce systems. Software Testing, Verification and Reliability 15(4), 211–233 (2005)

Chavez, A., Maes, P.: Kasbah: An agent marketplace for buying and selling goods. In: PAAM 1996. 1st Int. Conf. on the Practical Application of Intelligent Agents and Multi-Agent Technology, pp. 75–90 (1996)

Collins, J., Arunachalam, R., Sadeh, N., Eriksson, J., Finne, N., Janson, S.: The supply chain management game for 2005 trading agent competition. Technical Report CMU-ISRI-04-139, Carnegie Mellon University (2004)

Padget, J., Bradford, R.: A pi-calculus model of a spanish fish market - preliminary report. In: Noriega, P., Sierra, C. (eds.) AMET 1998 and AMEC 1998. LNCS (LNAI), vol. 1571, pp. 166–188. Springer, Heidelberg (1999)

Adi, K., Debbabi, M., Mejri, M.: A new logic for electronic commerce protocols. Theoretical Computer Science 291(3), 223–283 (2003)

Bhimani, A.: Securing the commercial Internet. Communications of the ACM 39(6), 29–35 (1996)

Rao, A.: AgentSpeak(L): BDI agents speak out in a logical computable language. In: Perram, J., Van de Velde, W. (eds.) MAAMAW 1996. LNCS (LNAI), vol. 1038, pp. 42–55. Springer, Heidelberg (1996)

Hindriks, K., de Boer, F., van der Hoek, W., Meyer, J.J.: Formal semantics for an abstract agent programming language. In: Rao, A., Singh, M.P., Wooldridge, M.J. (eds.) ATAL 1997. LNCS (LNAI), vol. 1365, pp. 215–229. Springer, Heidelberg (1998)

Feinberg, E., Shwartz, A.: Handbook of Markov Decision Processes, Methods and Applications. Kluwer Academic Publishers, Boston, MA (2002)

Cassandra, A., Kaelbling, L., Littman, M.: Acting optimally in partially observable stochastic domains. In: 12th National Conf. on Artificial Intelligence (1994)

Núñez, M., Pelayo, F., Rodríguez, I.: A formal methodology to test complex embedded systems: Application to interactive driving system. In: IESS 2005. IFIP TC10 Working Conf.: International Embedded Systems Symposium, pp. 125–136. Springer, Heidelberg (2005)

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