Profile-based architecture of evolutionary MAS

• Autorzy: Kisiel-Dorohinicki M. , Dobrowolski G. , Nawarecki E.
• Języki publikacji: EN

Abstrakty

EN

A sub-type of multi-agent systems (MAS) called evolutionary ones (EMAS), special in its features and field of application, needs a dedicated architecture that would be more adequate and easier in design and implementation. The proposed architecture uses the notion of a profile which models strategies and goals of an agent with respect to an aspect of its operation. To make a decision, an agent is equipped with an algorithm that coordinates premises determined in its profiles. The paper presents main ideas of the architecture illustrated with an actual realisation of an EMAS solving the multi-objective optimisation problem.

Słowa kluczowe

EN

decentralized artificial intelligence; multi-agent systems; evolutionary computation

• Wydawca: Politechnika Gdańska
• Czasopismo: TASK Quarterly : scientific bulletin of Academic Computer Centre in Gdansk
• Rocznik: 2003
• Tom: Vol. 7, No 1
• Strony: 65--72
• Opis fizyczny: Bibliogr. 8 poz., rys.

Twórcy

autor

Kisiel-Dorohinicki M.

• Department of Computer Science, AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Cracow, Poland

autor

Dobrowolski G.

• Department of Computer Science, AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Cracow, Poland

autor

Nawarecki E.

• Department of Computer Science, AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Cracow, Poland

Bibliografia

• [1] Back T, Hammel U and Schwefel H-P 1997 IEEE Trans, on Evolutionary Computation 1 (1) 11
• [2] Cetnarowicz E, Nawarecki E and Cetnarowicz K 1997 Proc. MCPL’97, IFAC/IFIP Conf, Campinas, Brasil, pp. 399-404
• [3] Jennings N R, Sycara K and Wooldridge M 1998 J. Autonomous Agents and Multi-Agent Systems 1 (1) 7
• [4] Franklin S and Graesser A 1997 Intelligent Agents III (Muller J P, Wooldridge M and Jennings N R, Eds.), Lecture Notes in Artificial Intelligence 1193 21
• [5] Russell S J and Norvig P 1995 Artificial Intelligence: A Modem Approach, Prentice Hall
• [6] Muller J P 1996 The Design of Intelligent Agents: A Layered Approach, Lecture Notes in Artificial Intelligence, Vol. 1177
• [7] Cetnarowicz K, Kisiel-Dorohinicki M and Nawarecki E 1996 Proc. 2nd Int. Conf. on Multi- Agent Systems, ICMAS’96 (Tokoro M, Ed.), AAAI Press, pp. 383-384
• [8] Dobrowolski G, Kisiel-Dorohinicki M and Nawarecki E 2001 Proc. IASTED Int. Symp.: Applied Informatics (Hamza M, Ed.), IASTED/ACTA Press, pp. 295-300