[ TMBPAVOINVE ] VL Inverse problems

Es ist eine neuere Version 2024W dieser LV im Curriculum Master's programme Artificial Intelligence 2024W vorhanden.
Workload Education level Study areas Responsible person Hours per week Coordinating university
3 ECTS M1 - Master's programme 1. year Mathematics Andreas Neubauer 2 hpw Johannes Kepler University Linz
Detailed information
Original study plan Master's programme Industrial Mathematics 2018W
Objectives Introduction to inverse and ill-posed problems
Subject Examples of inverse problems, Ill-posed linear operator equations, Regularization operators, Continuous regularization methods, Tikhonov Regularization, Iterative regularization methods, The conjugate gradient method, Tikhonov regularization of nonlinear problems, Nonlinear iterative regularization methods
Criteria for evaluation oral exam
Language French and English
Study material Lecture Notes
Changing subject? No
Further information (English on demand)
On-site course
Maximum number of participants -
Assignment procedure Direct assignment