Donetsk National Technical University
Please use this identifier to cite or link to this item:
https://ea.donntu.edu.ua/jspui/handle/123456789/28279| Title: | Мультиагентная система прогноза состояния рудничной атмосферы |
| Authors: | Федоров, Евгений Евгеньевич Дикова, Юлия Леонидовна |
| Keywords: | mine atmosphere centralized multi-agent system artifical neural network NARMA |
| Issue Date: | 2016 |
| Publisher: | Труды международной конференции "Моделирование 2016". Киев, 25-27 мая 2016 |
| Abstract: | The article is considered a centralized multi-agent system prediction of mine atmosphere, consisting of a main agent and a set of subordinate agents, the interaction between them is based on the FIPA-Subscribe Protocol. The basis of the main agent is an ANN of high order, the basis of subordinate agents is ANN NARMA. The proposed approach to the construction of multi-agent systems will increase the accuracy of the forecast of the mine atmosphere characteristic values by 10%, and the probability of the mine atmosphere condition forecast by 7% |
| URI: | http://ea.donntu.edu.ua/jspui/handle/123456789/28279 |
| Appears in Collections: | Наукові публікації кафедри комп'ютерної інженерії |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 16-fedorov-dikova-SIM.pdf | 444,44 kB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.