BPsim.DSS - Intelligent decision support system based on multi-agent resource conversion processes: Development and application experience / Bykov E.A., Aksyonov K.A., Popov A., Kai W., Sufrygina E.M., Smoliy E.F., Aksyonova O., Skvortsov A.A. // Proceedings - 2nd International Conference on Computational Intelligence, Modelling and Simulation, CIMSim 2010. - 2010. - V. , l. . - P. 137-142.

ISSN:

нет данных

Type:

Conference Paper

Abstract:

The paper is focused on description of various methods, used in decision support system BPsim.DSS. Paper starts with requirements for effective decision making, points out the role of simulation modeling systems in decision making. Next an abstract organizational-technical process is analyzed, its features mentioned. Paper continues with such process representation as a resource conversion process, notes the role of knowledge base in decision making, describes frame-based approach to knowledge representation. Multi-agent process model with InteRRaP architecture extension definition is defined in further sections. Finally, the BPsim.DSS, a decision support system, based on noted approaches, is described, including its architecture and features. The paper concludes with several deployment examples and achieved economical effect of this deployment. © 2010 IEEE.

Author keywords:

Decision support; Multi-agent systems; Simulation

Index keywords:

Decision supports; Economical effects; Intelligent decision support systems; ITS architecture; Knowledge base; Multi-Agent; Process model; Process representation; Resource conversion; Simulation; Simu

DOI:

10.1109/CIMSiM.2010.40

Смотреть в Scopus:

https://www.scopus.com/inward/record.uri?eid=2-s2.0-79952089591&doi=10.1109%2fCIMSiM.2010.40&partnerID=40&md5=97958867bb5c62a2c3fdda0f27ffa125

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Другие поля

Поле	Значение
Art. No.	5701835
Link	https://www.scopus.com/inward/record.uri?eid=2-s2.0-79952089591&doi=10.1109%2fCIMSiM.2010.40&partnerID=40&md5=97958867bb5c62a2c3fdda0f27ffa125
Affiliations	Dept. of Automated Systems of Control, Ural Federal University, Ekaterinburg, Russian Federation; SPC Business Support Systems, LLC, Ekaterinburg, Russian Federation
Author Keywords	Decision support; Multi-agent systems; Simulation
References	Andreichikov, A.V., Andreichikova, O.N., Intellectual information systems M.: Finance and Statistics, p. 2004. , Moscow, Russia, 424 pages; Aksyonov, K.A., Smoliy, E.F., Popov, M.V., Dorosinskiy, L.G., Development of decision support system «bPsim3»: Multi-service telecommunication networks design and modeling application (2009) Proceedings of 10th International PhD Workshop on Systems and Control, pp. 112-117. , September 22-26 2009, Hluboka nad Vltavou, Czech Republic; Aksyonov, K.A., Goncharova, N.V., (2006) Multi-agent Resource Conversion Processes Dynamic Simulation, , Ural State Technical University, Ekaterinburg, Russia, 311 pages; Shvetsov, A.N., Corporate intellectual decision support systems design models and methods (2004) DPhil Research Paper, p. 461. , St.Petersburg, Russia; Minsky, M., (1975) A Framework for Representing Knowledge in the Psychology of Computer Vision, , P.H.Winston (ed.) McGraw-Hill; Jackson, P., (1998) Introduction to Expert Systems, , 3rd Edition. Addison Wesley, 560 pages; Sowa, J.F., (2000) Knowledge Representation: Logical, Philosophical, and Computational Foundations, , Pacific Grove, CA: Brooks/Cole Publishing Co., 594 pages; Aksyonov, K.A., Bykov, E.A., Smoliy, E.F., Khrenov, A.A., Industrial enterprises business processes simulateon with BPsim.MAS (2008) Proceedings of the 2008 Winter Simulation Conference, pp. 1669-1677. , Miami, FL, United States of America; Avramchuk, E.F., Vavilov, A.A., Emelianov, S.V., (1988) Technology of System Simulation, p. 520. , M.: Machine construction industry; Berlin: Techniques, Russia, Germany; Aksyonov, K.A., Sholina, I.I., Sufrygina, E.M., Multi-agent resource conversion process object-oriented simulation and decision support system development and application (2009) Scientific and Technical Bulletin, 3 (80), pp. 87-96. , Informatics. Telecommunication. Control. St.Petersburg, Russia; Muller, J.P., Pischel, M., (1993) The Agent Architecture InteRRap: Concept and Application, , German Research Center for Artificial Intelligence (DFKI), Germany
Correspondence Address	Bykov, E. A.; Dept. of Automated Systems of Control, Ural Federal University, Ekaterinburg, Russian Federation; email: bpsim.dss@gmail.com
Sponsors	Asia Model. Simul. Soc. (AMSS), UK Simul. Soc. (UKSim);IEEE UK RI Comput. Chapter, Eur. Simul. Counc. (EUROSIM);European Council for Modelling and Simulation (ECMS);Univ. Technol. Malaysia (UTM), Inst. Technol. Bandung (ITB);Univ. Sci. Malaysia (USM), Univ. Malaysia Sabah (UMS)
Conference name	2nd International Conference on Computational Intelligence, Modelling and Simulation, CIMSim 2010
Conference date	28 September 2010 through 30 September 2010
Conference location	Bali
Conference code	83955
ISBN	9780769542621
Language of Original Document	English
Abbreviated Source Title	Proc. - Int. Conf. Comput. Intell., Model. Simul., CIMSim
Source	Scopus