title: Ð ÐµÑÐµÐ½Ð¸Ðµ Ð¾Ð±ÑÐ°ÑÐ½ÑÑ Ð·Ð°Ð´Ð°Ñ Ð¼ÐµÑÐ¾Ð´Ð¾Ð¼ Ð½ÐµÐ¹ÑÐ¾Ð½Ð½ÑÑ ÑÐµÑÐµÐ¹
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: The solution of inverse problems using neural networks
Creators: name: ÐÐ¾Ð»ÑÐ±ÐµÐ², ÐÐ°Ð´Ð¸Ð¼
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Ð°ÑÐ½ÑÐµ Ð·Ð°Ð´Ð°ÑÐ¸ (Ð¼Ð°Ñ.)
ÐÐµÐ¹ÑÐ¾Ð½Ð½ÑÐµ ÑÐµÑÐ¸
Ð°ÑÑÑÐ¾ÑÐ¾ÑÐ¾
Ð¼Ð¾Ð½ÑÐ¸ÑÐ¾Ð²ÐºÐ°
Ð¿Ð¾Ð»ÑÑÐ½Ð¾Ðµ Ð½Ð°Ð²ÐµÐ´ÐµÐ½Ð¸Ðµ
Ð¿ÐµÑÐ¸Ð¾Ð´Ð¸ÑÐµÑÐºÐ°Ñ Ð¾ÑÐ¸Ð±ÐºÐ°
astrophotography
mount
polar pointing
periodic error

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description: Theme of graduate qualification work: "The solution of inverse problems using neural networks". This work is devoted to research of methods of the decision of the inverse tasks with application of neural networks. The tasks that were solved during the research: 1) Analysis of existing concepts and techniques devoted to the subject, as well as consideration of the theoretical foundations of the inverse problem in astronomy in polar guidance. 2) Creation of the algorithm for solving the polar guidance problem and its implementation in practice. 3) Verification of algorithm performance in practice under different light pollution conditions. 4) Evaluation and comparison of effectiveness of different approaches to polar guidance algorithm implementation. The work was carried out on the basis of SPbPU, where the material collected during the trips with the equipment out of town was collected and processed to maximize the efficiency in the signal to noise ratio. As part of the work the basic technologies for working with inverse tasks were identified, the polar guidance algorithms were implemented and successfully tested, which may indicate that this algorithm can be applied to the polar guidance and be further developed.