Principles of numerical computationsمحتويات مقرر
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4- Course Content :-
|
Topic
|
No. of hours
|
Lecture
|
Tutorial/Practical
|
Introduction and basics.
|
3
|
3
|
-
|
Errors and truncations.
|
3
|
3
|
-
|
Finding roots: Bisection method, fixed point, and method.
|
3
|
3
|
-
|
Newton-Raphson and Secant method.
|
3
|
3
|
-
|
Numerical solutions for linear systems.
|
3
|
3
|
-
|
Numerical eigenvalue problems.
|
3
|
3
|
-
|
QR iteration – QR factoring, and LU factoring.
|
3
|
3
|
-
|
SVD.
|
3
|
3
|
-
|
Lagrange interpolation.
|
3
|
3
|
-
|
Newton forward-backward interpolation.
|
3
|
3
|
-
|
Numerical differentiation.
|
3
|
3
|
-
|
Numerical Integration.
|
3
|
3
|
-
|
|