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Regularization Theory, 7.5 credits

Studenter 3

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Level: Second level

Subject: Mathematics

Department: Department of Mathematics

Course code: 4MA116

The course comprises the following topics:
  • Euclidian, Hilbert and Banach spaces
  • Orthonormal systems
  • Linear, bounded and compact operators
  • Adjoint operators
  • Singular value decomposition for compact operators in Hilbert spaces
  • Ill-posed problems
  • Linear regression
  • Least square method
  • Tikhonov regularization
  • The discrepancy principle of Morozov
  • Other regularization methods
  • Regularization in Banach Spaces

Subjects: Mathematics

Spring 2013

Växjö, 50%

City: Växjö
Duration: 21 Jan - 24 Mar, 2013
Study pace: Part time/Day
Semester: Spring 2013. Find course start
Selection: Grade 33%, Aptitude test 33% and credits 34%.
Teaching Language: English
Contact person: Irina Asekritova, irina.asekritova_AT_lnu.se
Last application date: 15 Oct, 2012
Syllabus: Syllabus (PDF)
Application code: LNU-66125
Prerequisites: A course in Linear Algebra and a course in Fourier Analys or equivalent.

Tuition fee whole course: SEK 15,625
Tuition fees do NOT apply for EU/EEA citizens or exchange students.
Tuition fee information