Autors: Hristov, V. P., Matsinski G., Hristov, A. V.
Title: Windows Application for Calculation of Markov's Chains Characteristics
Keywords: Calculator, Markov's Chains, Windows application, Windows Presentation FoundationAbstract: The aim of the work is to implement functionality for determining the probabilistic estimates of Markov Chains, which utilizes iterations to check the chain for regularity and to determine its limiting probability vector. A Windows application for automating the calculations in determining the characteristics of Markov Chains based on user input is presented. The application offers a graphical user interface for inputting the data. The results of an experiment conducted with the developed Windows application are demonstrated, and the correctness of its operation is confirmed. References - Hristov, V., et. al. Windows application for calculation of Jackson networks characteristics, Journal of CAx technologies, issue 5, December 2017, ISSN 1314-9628, pp.41-48.
- Hristov, V., et. al. Using Web Calculator of Genetic Algorithms for Modeling and Optimization of Packet Forwarding in Software-Defined Wide Area Networks, Proceedings 8th International Scientific Conference Computer Science’2018, Kavala, Greece, ISBN 978-619-167-359-9, pp.194-199.
- Taha, H. Operations Research: an introduction- 8th ed. 2007, Pearson Prentice Hall, ISBN 0-13-188923-0/
- https://github.com/gmatsinski/MarkovApp
- https://learn.microsoft.com/en-us/dotnet/desktop/wpf/?view=netdesktop-8.0
- https://learn.microsoft.com/en-us/visualstudio/get-started/csharp/tutorial-wpf?view=vs-2022
- http://www.stat.yale.edu/~jtc5/251/readings/Basics %20of%20Applied%20Stochastic%20Processes_Serfoz o.pdf
- Mitrev R. Modeling of industrial equipment failures using Markov chains, CAx technologies, 4 / 2016, ISSN 1314-9628, pp. 39-45 (in Bulgarian).
Issue
| 2024 12th International Scientific Conference on Computer Science, COMSCI 2024 - Proceedings, 2024, , https://doi.org/10.1109/COMSCI63166.2024.10778525 |
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