Agent-directed resource conversion process model design principles / Aksyonov K., Bykov E., Aksyonova O. // Simulation Series. - 2016. - V. 48, l. 1. - P. 84-89.

ISSN:
07359276
Type:
Conference Paper
Abstract:
As comes from the name, the paper discusses design principles for the multi-agent resource conversion process models. To study various kinds of processes, including technological, logistical and business, we use the multiagent resource conversion process model. To run simulations on such processes more and more computational resources are required. Due to this, an important problem is search and use of new principles for building and analyzing multi-agent models of resource conversion processes. In order to analyze and simulate these processes we suggest a method for analysis and debottlenecking the multi-agent resource conversion process, which is based on integration of the named process model with operational analysis of probabilistic networks, multi-agent approach and expert systems. The paper presents the results of experimental comparison of the new method, suggested by the authors, with the critical path method. The developed principles of building the multiagent process models and the analysis and debottlenecking method for the named process have been implemented in the automated system for metallurgical production. © 2016 Society for Modeling & Simulation International (SCS).
Author keywords:
Automated system; Bottleneck; Critical path method; Multi-agent simulation; Resource conversion process
Index keywords:
Automation; Expert systems; Turnaround time; Automated systems; Bottleneck; Critical path method; Multi agent simulation; Resource conversion; Multi agent systems
DOI:
нет данных
Смотреть в Scopus:
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84977103938&partnerID=40&md5=e02a24fec51aab51775c59dd5173afe9
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Link https://www.scopus.com/inward/record.uri?eid=2-s2.0-84977103938&partnerID=40&md5=e02a24fec51aab51775c59dd5173afe9
Affiliations Ural Federal University, Mira, 19, Ekaterinburg, Russian Federation
Author Keywords Automated system; Bottleneck; Critical path method; Multi-agent simulation; Resource conversion process
Funding Details Ministry of Education and Science of the Russian Federation
Funding Text Research is conducted under the terms of contract No 02.G25.31.0055 (project 2012-218-03-167) with financial support from the Ministry of Education and Science of the Russian Federation.
References Aksyonov, K.A., Aksyonova, O.P., Kai, W., Planning the projects portfolio in construction based on multi-agent simulation (2012) Science and Technology News, 6 (162), pp. 171-174. , St. Petersburg, Russia; Aksenov, K.A., Antonova, A.S., Spitsyna, I.A., Sysoletin, E.G., Aksyonova, O.P., Development of automation system of analysis, modeling and decision making for metallurgical enterprises based on multi agent approach (2014) Automation in Manufacturing, (7), pp. 49-53. , Moscow; Aksyonov, K.A., Kai, W., Aksyonova, O.P., (2014) Integration of Multi Agent Simulation and Critical Path Method to Solve Project Scheduling Problem and Bottleneck Analysis of Business Processes, Modern Problems of Science and Education, (2). , www.scienceeducation.ru/116-12630; Aksenov, K.A., Resources conversion process model and system analysis of organizational and technical systems (2009) Computer and Information Technology Bulletin, (6), pp. 38-45; Borodin, A.M., Mirvoda, S.G., Porshnev, S.V., Analysis of modern tools for programming language prototyping (2014) Software Engineering, (12), pp. 3-10; Aksyonov, K.A., Bykov, E.A., Aksyonova, O.P., Application of multi-agent simulation for decision support in a construction corporation and its comparison with critical path method (2013) Applied Mechanics and Materials, pp. 2244-2247. , Vols. 278-280, Trans Tech Publications, Switzerland; (1978) Handbook of Operations Research, 2, p. 677. , New York: Van Nostrand Reinhold Company; Aksenov, K.A., The method of analysis and bottlenecks elimination of multi agent resources conversion process (2015) Modern Problems of Science and Education, (1). , http://www.science-education.ru/121-18538; Borodin, A.M., Mirvoda, S.G., Porshnev, S.V., Special ways of testing corporate information systems by generating faults (2014) Modern Problems of Science and Education, (1). , www.scienceeducation.ru/119-14997, URL
Editors Madey G.Sierhuis M.Oren T.Zhang Y.Yilmaz L.
Sponsors Society for Modeling and Simulation International (SCS)
Publisher The Society for Modeling and Simulation International
Conference name Agent-Directed Simulation Symposium, ADS 2016, Part of the 2016 Spring Simulation Multi-Conference, SpringSim 2016
Conference date 3 April 2016 through 6 April 2016
Conference code 122124
Language of Original Document English
Abbreviated Source Title Simul. Ser.
Source Scopus