Architecture of the Multi-agent Resource Conversion Processes Extended with Agent Coalitions / Aksyonov K., Bykov E., Aksyonova O., Nevolina A., Goncharova N. // Procedia Computer Science. - 2017. - V. 105, l. . - P. 221-226.

ISSN:
18770509
Type:
Conference Paper
Abstract:
Pretty often there is a process visualization in one's mind before the process is implemented in form of a simulation model. The main purpose of this visualization is the certain improvement of an imperfect or ineffective process, or the estimation of the influence of various impacts. Most of the time the simulation systems provide a certain benefit for us, especially when the process develops in a predefined way, no matter how complex it is. But sometimes there are situations when the decision making persons have to interact between each other and make a decision with consideration of the other person's opinion. Moreover, that may have conflicts in case they use the same resources or they are focused on a common goal by using different approaches (and again, same resources). Anyway, this sort of behavior has to be modelled as well. In this work we are presenting the apparatus of the resource conversion processes for the distributed simulation system BPsim.MAS. We will present the advantages of the software, the technologies lying under the hood and some recent additions that were implemented for the definition of agent coalitions. This is something which helps us create the simulation models of the complex systems and behavior scenarios, when multiple agents interact with each other. At the end of the work we suggest a sample implementation of the system on the basis of a network of petrol stations, that relies on presented apparatus. We also compare our results with the ones achieved with the simulation model, based on the networks of requirements and capabilities. © 2017 The Authors.
Author keywords:
agent interaction; Agent-directed simulation; coalition; resource conversion process
Index keywords:
Complex networks; Decision making; Intelligent control; Multi agent systems; Robotics; Smart sensors; Visualization; Agent interaction; coalition; Decision making persons; Distributed simulation syste
DOI:
10.1016/j.procs.2017.01.214
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Affiliations Ural Federal University, Mira st. 19, Ekaterinburg, Russian Federation
Author Keywords agent interaction; Agent-directed simulation; coalition; resource conversion process
References IEEE Standard for Distributed Interactive Simulation - Communication Services and Profiles, , IEEE Std. 1996 IEEE Std 1278.2-1995. doi:10.1109/IEEESTD. 1996.80824; (2000) IEEE Standard for Modeling and Simulation (M Amp;S) High Level Architecture (HLA) - Framework and Rules, , IEEE Std. IEEE Std 1516-2000. doi:10.1109/IEEESTD. 2000.92296; http://www.xjtek.ru/, AnyLogic software official website; De Oliveira, C.B., Carvalho Brito, A., A Business Language for A Distributed Simulation Framework, pp. 220-226; Jennings, N.R., Faratin, P., Norman, T.J., O'Brein, P., Odgers, B., Alty, J.L., Implementing a business process management system using ADEPT: A real-world case study (2000) Applied Artificial Intelligence, 14 (5). , (June): 421-463. doi:10.1080/088395100403379; Aksyonov, K.A., Bykov, E.A., Kamelsky, V.D., Aksyonova, O.P., Analysis of Business Process Dynamic Models for Development of Simulation Modeling Service Proceedings of ESM'2012 (ESM - European Simulation and Modelling Conference), pp. 227-230. , October 22-24, 2012, FOM University of Applied Sciences, Essen, Germany; Aksyonov, K., Bykov, E., Aksyonova, O., Real time simulation models integrated into the corporate information systems 33rd Chinese Control Conference, CCC 2014, pp. 6810-6813. , Nanjing; China; 28 July 2014 through 30 July 2014; Aksyonov, K., Bykov, E., Aksyonova, O., Goncharova, N., Nevolina, A., Simulation of the Real-time Simulation Systems and its Integration with the Automated Control System of an Enterprise 2015 IEEE International Symposium on Robotics and Intelligent Sensors (IEEE IRIS2015), pp. 241-246. , 18-20 October 2015 Berjaya Langkawi Resort, Malaysia; Guizzardi, G., Wagner, G., Tutorial: Conceptual simulation modeling with Onto-UML [Text] (2012) Proceedings of the 2012 Winter Simulation Conference, , (WSC 2012), December 9-12 Berlin, Germany; Aksyonov, K.A., Bykov, E.A., Smoliy, E.F., Khrenov, A.A., Industrial Enterprises Business Processes Simulation with BPsim.MAS (2008) Proceedings of the 2008 Winter Simulation Conference (WSC 2008), pp. 1669-1677. , December 07-10 Miami, USA; Wittich, V.A., Skobelev, P.O., Multi-agent interaction models for the design of the nets of requirements and capabilities in open systems (2003) Automatics and Telemechanics, 1, pp. 177-185; Aksyonov, K., Bykov, E., Smoliy, E., Sufrygina, E., Aksyonova, O., Kai, W., Development and Application of Decision Support System BPsim.DSS Proceedings of the IEEE 2010 Chinese Control and Decision Conference (CCDC 2010), pp. 1207-1212. , 26-28 May 2010, Xuzhou, China; Moskalyov, I.M., (2006) System for Analysis and Optimization of the Resource Conversion Processes, , PhD thesis work: 05.13.01, Ekaterinburg; Skobelev, P.O., Multi-agent technologies for the control of resources in real-time Proceedings of the Seminar "mechanics, Control and Informatics", Track "perspective Computer Systems: Devices, Methods and Concepts, , http://www.iki.rssi.ru/seminar/2011030204/presentation/20110303_03.pdf, Tarusa, 2-4 March 2011 (accessed: 14.09.2016)
Correspondence Address Goncharova, N.; Ural Federal University, Mira st. 19, Russian Federation; email: e.a.bykov@urfu.ru
Editors Yussof H.
Publisher Elsevier B.V.
Conference name IEEE International Symposium on Robotics and Intelligent Sensors, IRIS 2016
Conference date 17 December 2016 through 20 December 2016
Conference code 134518
Language of Original Document English
Abbreviated Source Title Procedia Comput. Sci.
Source Scopus