Математичне моделювання оптимального оброблення даних у розподілених інформаційних системах
The problems of optimization of using the computing resources of a distributed information system are considered. Mathematical statements of optimization problems have been made and efficient computational algorithms for solving problems based on the greedy choice strategy and using genetic algorith...
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| Datum: | 2018 |
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| Hauptverfasser: | , |
| Format: | Artikel |
| Sprache: | Ukrainisch |
| Veröffentlicht: |
The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
2018
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| Schlagworte: | |
| Online Zugang: | http://journal.iasa.kpi.ua/article/view/117692 |
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| Назва журналу: | System research and information technologies |
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System research and information technologies| Zusammenfassung: | The problems of optimization of using the computing resources of a distributed information system are considered. Mathematical statements of optimization problems have been made and efficient computational algorithms for solving problems based on the greedy choice strategy and using genetic algorithms have been proposed. For genetic algorithms for constructing solutions close to optimal, in binary and real coding problems, the computational efficiency of introducing self-training parameters of the algorithm that provided the correction of populations in the direction of better adaptability was proposed and investigated. |
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