Week
|
Topics
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Course Outcomes
|
1
|
Introduction to numerical methods, errors and their sources
|
II
|
2
|
Solution of algebraic equations: Bisection, Regula Falsi, direct iteration, Newton-Raphson and Secant Methods
|
I-III
|
3
|
Solution of linear systems of equations: Gauss-Jordan, Matrix Inversion, Cholesky, Crout, Jacobi and Gauss-Seidel Methods
|
I-III
|
4
|
Solution of linear and nonlinear systems of equations: Jacobi and Gauss-Seidel Methods
|
I-III
|
5
|
Interpolation and extrapolation of tabulated data, spline fits
|
I-III
|
6
|
Curve fitting by least squares
|
I-III
|
7
|
Numerical differentiation
|
I-III
|
8
|
Midterm exam
|
|
9
|
Numerical Integration : Trapezoidal, Simpson’s first, second, third methods
|
I-III
|
10
|
Romberg integration and integration by Tschebicheff polynomials
|
I-III
|
11
|
Numerical solution of differential equations: Picard’s method, Taylor series method, Euler, Modified Euler and Runge-Kutta methods
|
I-III
|
12
|
Series solution of differential equations
|
I-III
|
13
|
Collocation methods, finite difference and finite element methods
|
I-III
|
14
|
General repetition
|
I-III
|