Estimace dat s využitím intervalové analýzy
| Thesis title in Czech: | Estimace dat s využitím intervalové analýzy |
|---|---|
| Thesis title in English: | Estimating data with use of interval analysis |
| Key words: | intervalová analýza, estimace dat, lineární regrese |
| English key words: | interval analysis, data estimation, linear regression |
| Academic year of topic announcement: | 2016/2017 |
| Thesis type: | Bachelor's thesis |
| Thesis language: | čeština |
| Department: | Department of Applied Mathematics (32-KAM) |
| Supervisor: | RNDr. Jaroslav Horáček, Ph.D. |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 18.04.2017 |
| Date of assignment: | 18.04.2017 |
| Confirmed by Study dept. on: | 19.05.2017 |
| Date and time of defence: | 06.09.2017 00:00 |
| Date of electronic submission: | 21.07.2017 |
| Date of submission of printed version: | 21.07.2017 |
| Date of proceeded defence: | 06.09.2017 |
| Opponents: | Mgr. Michael Černý |
| Guidelines |
| Cílem práce je prozkoumat, systematizovat a případně rozvinout stávající metody intervalové lineární a nelineární estimace dat.
Dalším cílem bude demonstrace těchto metod na vzorových a reálných příkladech. Zmíněné metody budou implementovány do intervalového toolboxu LIME pro GNU Octave. |
| References |
| Hladík, Milan, and Michal Černý. "Tolerance Approach to Possibilistic Nonlinear Regression With Interval Data." IEEE transactions on cybernetics 44.12 (2014): 2509-2520.
Černý, Michal, Jaromír Antoch, and Milan Hladík. "On the possibilistic approach to linear regression models involving uncertain, indeterminate or interval data." Information Sciences 244 (2013): 26-47. Hladík, Milan, and Michal Černý. "Interval regression by tolerance analysis approach." Fuzzy Sets and Systems 193 (2012): 85-107. Hladík, Milan, and Michal Cerný. "New approach to interval linear regression." 24th Mini-EURO conference on continuous optimization and information-based technologies in the financial sector MEC EurOPT. 2010. Moore, Ramon E., R. Baker Kearfott, and Michael J. Cloud. Introduction to interval analysis. Society for Industrial and Applied Mathematics, 2009. Tanaka, Hideo, and Haekwan Lee. "Interval regression analysis by quadratic programming approach." IEEE Transactions on Fuzzy Systems 6.4 (1998): 473-481. |