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. BLENT KARASZEN
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.