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:	Assoc.Prof.Dr. ÖNDER TÜRK
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.