HEURISTIC SYNTHESIS ALGORITHM OF EVENT DEPENDENCIES MODEL
The problem of relationship between events by the example of rail automatic and remote control devices errors is considered. Heuristic synthesis algorithm of dependencies model structure — Bayesian network — according to the diagnostic data on the ground of minimal length description principle is of...
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| Format: | Article |
| Language: | Russian |
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Don State Technical University
2010-09-01
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| Series: | Advanced Engineering Research |
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| Online Access: | https://www.vestnik-donstu.ru/jour/article/view/1032 |
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| _version_ | 1839577500649259008 |
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| author | Dmitry V. Gorishny |
| author_facet | Dmitry V. Gorishny |
| author_sort | Dmitry V. Gorishny |
| collection | DOAJ |
| description | The problem of relationship between events by the example of rail automatic and remote control devices errors is considered. Heuristic synthesis algorithm of dependencies model structure — Bayesian network — according to the diagnostic data on the ground of minimal length description principle is offered. The developed algorithm and its software implementation are described. |
| format | Article |
| id | doaj-art-2a27e27fb13a4a43b9ac835ca1b25c0f |
| institution | Matheson Library |
| issn | 2687-1653 |
| language | Russian |
| publishDate | 2010-09-01 |
| publisher | Don State Technical University |
| record_format | Article |
| series | Advanced Engineering Research |
| spelling | doaj-art-2a27e27fb13a4a43b9ac835ca1b25c0f2025-08-04T12:52:48ZrusDon State Technical UniversityAdvanced Engineering Research2687-16532010-09-011056836921020HEURISTIC SYNTHESIS ALGORITHM OF EVENT DEPENDENCIES MODELDmitry V. Gorishny0Rostov State Transport UniversityThe problem of relationship between events by the example of rail automatic and remote control devices errors is considered. Heuristic synthesis algorithm of dependencies model structure — Bayesian network — according to the diagnostic data on the ground of minimal length description principle is offered. The developed algorithm and its software implementation are described.https://www.vestnik-donstu.ru/jour/article/view/1032automation and remote controltechnical diagnosticsintellectual methods of data analysisbayesian networkdirected acyclic graphmutual informationminimal length description principleadaptability. |
| spellingShingle | Dmitry V. Gorishny HEURISTIC SYNTHESIS ALGORITHM OF EVENT DEPENDENCIES MODEL Advanced Engineering Research automation and remote control technical diagnostics intellectual methods of data analysis bayesian network directed acyclic graph mutual information minimal length description principle adaptability. |
| title | HEURISTIC SYNTHESIS ALGORITHM OF EVENT DEPENDENCIES MODEL |
| title_full | HEURISTIC SYNTHESIS ALGORITHM OF EVENT DEPENDENCIES MODEL |
| title_fullStr | HEURISTIC SYNTHESIS ALGORITHM OF EVENT DEPENDENCIES MODEL |
| title_full_unstemmed | HEURISTIC SYNTHESIS ALGORITHM OF EVENT DEPENDENCIES MODEL |
| title_short | HEURISTIC SYNTHESIS ALGORITHM OF EVENT DEPENDENCIES MODEL |
| title_sort | heuristic synthesis algorithm of event dependencies model |
| topic | automation and remote control technical diagnostics intellectual methods of data analysis bayesian network directed acyclic graph mutual information minimal length description principle adaptability. |
| url | https://www.vestnik-donstu.ru/jour/article/view/1032 |
| work_keys_str_mv | AT dmitryvgorishny heuristicsynthesisalgorithmofeventdependenciesmodel |