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Non-linear optimization ◎ Modern engineering ◎ Experimental science ◎ Constructing computational models and decision making in subsurface oil and gas reservoir projects 3/6
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The Applications of the Choleskydecomposition
Teodora Aleksić, 391/2012
Linear least squares
◎ Polynomial fitting and numerical smoothing and differentiation
◎ Multinomials, including surface fitting◎ Curve fitting with B-splines◎ Chemometrics, calibration curve, standard
addition, Gran plot, analysis of mixtures
2/6
Non-linear optimization
◎ Modern engineering◎ Experimental science◎ Constructing computational models and
decision making in subsurface oil and gas reservoir projects
3/6
Monte Carlo simulation
◎ Physical sciences◎ Engineering◎ Computational biology◎ Computer graphics◎ Applied statistics◎ Artificial intelligence for games◎ Finance and business
4/6
Kalman filters
◎ Economics◎ Nuclear medicine
◎Satellite navigation systems◎Seismology◎Weather forecasting◎Navigation system◎3D modeling
5/6
Matrix inversion
◎ Regression/least squares◎ Real-time simulations◎ MIMO wireless communication◎ Analysis of data◎ Cryptography
6/6