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  • 10:27 AM, Friday, 24 Jan 2020


Course Postgraduate
Semester Sem. I
Subject Code MA617
Subject Title Numerical Linear Algebra

Syllabus

Introduction to fundamental linear algebra problems and their importance, computational difficulties using theoretical linear algebra techniques, review of core linear algebra concepts; introduction to matrix calculus; floating point representation; conditioning of problems and stability of algorithms; singular value decomposition and regularization theory.

Text Books

Same as Reference

References

1. Datta, B. N., Numerical Linear Algebra and Applications, 2nd Ed., Siam (2010).

2. Demmel, J. W., Applied Numerical Linear Algebra, Siam (1997).

3. Lu, S. and Pereversev, S., Regularization Theory for Ill-posed Problems: Selected Topics’
Walter de Gruyter GmbH, Berlin/Boston, Inverse and Ill-Posed Problems Series 58.