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http://elartu.tntu.edu.ua/handle/lib/36856| Заглавие: | ANALYSIS OF THE COMPLEXITY OF ALGORITHMS FOR FINDING THE COEFFICIENTS OF THE MATHEMATICAL MODEL OF LOW INTENSITY ELECTRORETINOSIGNAL |
| Други Заглавия: | ANALYSIS OF THE COMPLEXITY OF ALGORITHMS FOR FINDING THE COEFFICIENTS OF THE MATHEMATICAL MODEL OF LOW INTENSITY ELECTRORETINOSIGNAL |
| Автори: | Тимків (Tymkiv), Павло (Pavlo) Олександрович |
| Bibliographic description (Ukraine): | Pavlo Tymkiv. Analysis of the Complexity of Algorithms for Finding the Coefficients of the Mathematical Model of Low-Intensity Electroretinosignal. ADVANCED APPLIED ENERGY and INFORMATION TECHNOLOGIES 2021. Proceedings of the International Conference (Ternopil, 15-17 of December 2021.) / Ministry of Education and Science of Ukraine, Ternopil Ivan Puluj National Technical Universtiy [and other.]. – Ternopil : TNTU, Zhytomyr : «Publishing house “Book-Druk”» LLC, 2021. – P.145-150. |
| Bibliographic description (International): | Pavlo Tymkiv. Analysis of the Complexity of Algorithms for Finding the Coefficients of the Mathematical Model of Low-Intensity Electroretinosignal. ADVANCED APPLIED ENERGY and INFORMATION TECHNOLOGIES 2021. Proceedings of the International Conference (Ternopil, 15-17 of December 2021.) / Ministry of Education and Science of Ukraine, Ternopil Ivan Puluj National Technical Universtiy [and other.]. – Ternopil : TNTU, Zhytomyr : «Publishing house “Book-Druk”» LLC, 2021. – P.145-150. |
| Дата на Публикуване: | 17-Дек-2021 |
| Date of entry: | 26-Дек-2021 |
| Country (code): | UA |
| Ключови Думи: | electroretinosignal parametric identification complexity optimization low intensity |
| Page range: | 145-150 |
| Резюме: | The complexity of methods of parametric identification is analyzed and their comparison is carried out at definition of coefficients of mathematical model of response of a retina of an eye at decrease in intensity of test light irritation. The algorithm of parametric identification of the mathematical model of retinal response based on direct complete search has a significant time complexity, which prevents rapid readjustment of the expert system in the case of remote, automated processing of low-intensity retinal response to diagnose the functional state of the body. Therefore, it is necessary to study the complexity of search algorithms and apply other approaches to solving problem of optimization or parameter identification. In this case, the criterion K of the optimality of the selection of coefficients will be the proximity of the simulated retinal response to the reference, pre-developed response. |
| URI: | http://elartu.tntu.edu.ua/handle/lib/36856 |
| ISBN: | 978-617-8079-60-4 |
| Copyright owner: | Tymkiv P.O.., 2021 |
| References (Ukraine): | 1. Papadimitriou, C. H. (1994). Computational complexity. Addison-Wesley. 2. Cobham, A. (1965). The intrinsic computational difficulty of functions. Logic, methodology and philosophy of science, Proceedings of the 1964 International Congress. Amsterdam, The Netherlands. 3. Tymkiv, P.O., Yavorskyi, B.I. (2011). Parametrychna identyfikatsiia matematychnoi modeli elektroretynosyhnalu. XV naukova konferentsiia.. Ternopil, Ukraine. 4. Tymkiv, P.O., Zabytivskyi, V.P., Yavorskyi, B.I. (2016). Syntez filtru Kalmana dlia opratsiuvannia nyzko intensyvnoho elektroretynosyhnalu. Vymiriuvalna ta obchysliuvalna tekhnika v tekhnolohichnykh protsesakh, 1. 168-176. 5. Tymkiv, P.O. (2018). Veryfikatsiia udoskonalenoho metodu vyznachennia koefitsiientiv filtru Kalmana u nyzko intensyvnii elektroretynohrafii. FUNDAMENTALNI TA PRYKLADNI PROBLEMY SUChASNYKh TEKhNOLOHII, Proceeings of the International Conference. Ternopli, Ukraine. 6. Tkachuk, R., Yavorskyi, B. (2009). Metod pobudovy biotekhnichnoi systemy dlia otsiniuvannia elektroretynohram z pidvyshchenymy virohidnistiu ta efektyvnistiu. Visnyk TDTU, 14(3), 102-110. 7. Tkachuk, R. A. (2009). Optymalna obrobka elektroretynosyhnalu dlia vyznachennia formy elektroretynohramy. Vymiriuvalna tekhnika ta metrolohiia, 70, 9-13. 8. Bakulev, P.A. (2004). Radyolokatsyonnye systemy: uchebnyk dlia vuzov. Moskva: Radyotekhnyka. 9. Tymkiv, P.O., Demchuk, L.B. (2020). Application of Hooke-Jeeves algorithm for electroretinosignal processing, Innovatsii partnerskoi vzaiemodii osvity, ekonomiky ta sotsialnoho zakhystu v umovakh inkliuzii ta prahmatychnoi reabilitatsii sotsiumu, Proceedings of the International Conference. Kamianets-Podilskyi, Ukraine. |
| References (International): | 1. Papadimitriou, C. H. (1994). Computational complexity. Addison-Wesley. 2. Cobham, A. (1965). The intrinsic computational difficulty of functions. Logic, methodology and philosophy of science, Proceedings of the 1964 International Congress. Amsterdam, The Netherlands. 3. Tymkiv, P.O., Yavorskyi, B.I. (2011). Parametrychna identyfikatsiia matematychnoi modeli elektroretynosyhnalu. XV naukova konferentsiia.. Ternopil, Ukraine. 4. Tymkiv, P.O., Zabytivskyi, V.P., Yavorskyi, B.I. (2016). Syntez filtru Kalmana dlia opratsiuvannia nyzko intensyvnoho elektroretynosyhnalu. Vymiriuvalna ta obchysliuvalna tekhnika v tekhnolohichnykh protsesakh, 1. 168-176. 5. Tymkiv, P.O. (2018). Veryfikatsiia udoskonalenoho metodu vyznachennia koefitsiientiv filtru Kalmana u nyzko intensyvnii elektroretynohrafii. FUNDAMENTALNI TA PRYKLADNI PROBLEMY SUChASNYKh TEKhNOLOHII, Proceeings of the International Conference. Ternopli, Ukraine. 6. Tkachuk, R., Yavorskyi, B. (2009). Metod pobudovy biotekhnichnoi systemy dlia otsiniuvannia elektroretynohram z pidvyshchenymy virohidnistiu ta efektyvnistiu. Visnyk TDTU, 14(3), 102-110. 7. Tkachuk, R. A. (2009). Optymalna obrobka elektroretynosyhnalu dlia vyznachennia formy elektroretynohramy. Vymiriuvalna tekhnika ta metrolohiia, 70, 9-13. 8. Bakulev, P.A. (2004). Radyolokatsyonnye systemy: uchebnyk dlia vuzov. Moskva: Radyotekhnyka. 9. Tymkiv, P.O., Demchuk, L.B. (2020). Application of Hooke-Jeeves algorithm for electroretinosignal processing, Innovatsii partnerskoi vzaiemodii osvity, ekonomiky ta sotsialnoho zakhystu v umovakh inkliuzii ta prahmatychnoi reabilitatsii sotsiumu, Proceedings of the International Conference. Kamianets-Podilskyi, Ukraine. |
| Content type: | Proceedings Book |
| Показва се в Колекции: | Наукові публікації працівників кафедри біотехнічних систем |
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| Файл | Описание | Размер | Формат | |
|---|---|---|---|---|
| Tymkiv P.O_..pdf | 3,04 MB | Adobe PDF | Изглед/Отваряне |
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