Academic Catalog

IAM664 INVERSE PROBLEM

Course Code:	9700664
METU Credit (Theoretical-Laboratory hours/week):	3(3-0)
ECTS Credit:	8.0
Department:	Institute Of Applied Mathematics
Language of Instruction:	English
Level of Study:	Graduate
Course Coordinator:	Prof.Dr. BÜLENT KARASÖZEN
Offered Semester:	Fall Semesters.

Course Content

Linear regression, least squares theory, discretizing continuous inverse problems, rank deficiency and ill-conditioning, Tikhanov regularization, iterative methods, Fourier techniques, other regularization techniques, nonlinear inverse problems, nonlinear regression, nonlinear least squares, Bayesian methods, application to tomography, discrete tomography.