Applications of least squares
| Thesis title in Czech: | Použití metody nejmenších čtverců |
|---|---|
| Thesis title in English: | Applications of least squares |
| Key words: | Nejmenší čtverce, QR-rozklad, výpočty s ortogonálními maticemi, klasifikační a jiné problémy |
| English key words: | Least squares, QR-decomposition, SVD, computing with orthogonal matrices, classification and other problems |
| Academic year of topic announcement: | 2016/2017 |
| Thesis type: | Bachelor's thesis |
| Thesis language: | angličtina |
| Department: | Department of Algebra (32-KA) |
| Supervisor: | doc. RNDr. Jiří Tůma, DrSc. |
| Author: | Bc. Martina Tichá - assigned and confirmed by the Study Dept. |
| Date of registration: | 07.10.2016 |
| Date of assignment: | 27.10.2016 |
| Confirmed by Study dept. on: | 09.12.2016 |
| Date and time of defence: | 27.06.2017 00:00 |
| Date of electronic submission: | 18.05.2017 |
| Date of submission of printed version: | 19.05.2017 |
| Date of proceeded defence: | 27.06.2017 |
| Opponents: | doc. Mgr. Jan Šaroch, Ph.D. |
| Guidelines |
| Nastudovat metodu nejmenších čtverců z pohledu lineární algebry, zformulovat vztah s SVD rozkladem, uvést typická použití metody nejmenších čtverců |
| References |
| Duintjer Tebes a spol., Analýza metod pro maticové výpočty, Matfyzpress 2012,
S. Boyd, L. Vandenberghe, Vectors, Matrices, and Least Squares, https://stanford.edu/class/ee103/mma.pdf, K. Borre, Gilbert Strang, Algorithms for Global Positioning, Wellesley-Cambridge Press, 2012 |