title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð¹ ÑÐ¸ÑÑÐµÐ¼Ñ Ð´Ð²ÑÑ ÑÑÐ¾Ð²Ð½ÐµÐ²Ð¾Ð¹ Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð¾ÑÐµÐ½ÐºÐ¸ ÐºÐ°ÑÐµÑÑÐ²Ð° Ð¿ÑÐ¾Ð´ÑÐºÑÐ¸Ð¸ Ð¿ÑÐ¸Ð±Ð¾ÑÐ¾ÑÑÑÐ¾ÐµÐ½Ð¸Ñ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of automated system for two-level optimization of the quality assessment of instrumentation products
Creators: name: Ð§ÐµÐ±ÑÐºÐ¸Ð½, ÐÐ¸ÑÐ¸Ð»Ð»
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2022
Subjects: ÐÐ¢-ÑÐµÑ Ð½Ð¾Ð»Ð¾Ð³Ð¸Ð¸
Ð¿Ð¸ÑÐ¾Ð½
Ð´Ð²ÑÑ ÑÑÐ¾Ð²Ð½ÐµÐ²Ð°Ñ Ð·Ð°Ð´Ð°ÑÐ°
Ð»Ð¸Ð½ÐµÐ¹Ð½Ð¾Ðµ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ
ÑÐµÐ»ÐµÐ²Ð°Ñ ÑÑÐ½ÐºÑÐ¸Ð¹ ÑÑÐ¾Ð²Ð½Ñ ÐºÐ°ÑÐµÑÑÐ²Ð°
IT-technologies
python
bi-level programming
linear programming
quality level objective function

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description: The theme of the final qualification work: "Development of an automated system for two-level optimization of the assessment of the quality of instrumentation products." This work is devoted to the development of an automated system for two-level optimization of quality assessment. Tasks that were solved in the course of the study: 1. Formulation of the problem of two-level optimization of the assessment of the quality of instrumentation products. 2. Choice of algorithm for solving the problem of two-level optimization. 3. Choice of programming language and libraries. 4. Implementation of an automated system for two-level optimization of the quality assessment of instrumentation products. As a result of the final qualification work, the problem of two-level optimization of the quality assessment of instrumentation was formulated, the model of the problem was determined, and the k-best algorithm was chosen for solving the problem of two-level optimization. The programming language Python and its libraries were chosen to solve the task, and an automated system for two-level optimization of quality assessment was directly implemented. Thus, an automated two-level optimization system for assessing the quality of instrumentation products was implemented. The system has prospects for modernization in order to increase the speed of the solution.