Numerical Methods

No Date Topics/Presentations
1 January 18, 2021 Introduction: What? Why? How?
2 January 21, 2021 Asymptotic Notations
3 January 23, 2021 Master Theorem, Numerical Errors and Order of Convergence
4 January 28, 2021 Nonlinear Equations: Bracketing Methods
5 February 1, 2021 Nonlinear Equations: Open Methods-1
6 February 4, 2021 Nonlinear Equations: Open Methods-2
6a February 8, 2021 Nonlinear Equations: Polynomial Roots
6b February 8, 2021 System of Nonlinear Equations
7 February 8, 2021 Numerical Linear Algebra: LU Decomposition
7a February 8, 2021 Numerical Linear Algebra: Theorems on LU Decomposition
8 February 11, 2021 Numerical Linear Algebra: Gaussian Elimination
9 February 15, 2021 Numerical Linear Algebra: Iterative Methods-1
10 February 18, 2021 Numerical Linear Algebra: Iterative Methods-2
10a February 18, 2021 Numerical Linear Algebra: Iterative Methods-Theorems and Proof
11 February 22, 2021 Numerical Linear Algebra: Iterative Methods-Krylov Subspace
12 February 25, 2021 Numerical Linear Algebra: QR and SVD
13 March 1, 2021 Numerical Linear Algebra: Eigenvalues
14 March 4 , 2021 Numerical Interpolations: Polynomial - Divided Differences
15 March 8, 2021 Numerical Interpolations: Polynomial - Lagrange
16 March 18, 2021 Numerical Interpolations: Hermite
17 March 22, 2021 Numerical Interpolations: Spline
18 March 25, 2021 Numerical Integration: Newton-Cotes-1
19 March 29, 2021 Numerical Integration: Newton-Cotes-2
20 April 1, 2021 Numerical Integration: Simpsons
21 April 5, 2021 Numerical Integration: Quadrature-1
22 April 8, 2021 Numerical Integration: Quadrature-2
23 April 12, 2021 Numerical Differentiation: RK Methods
24 April 15, 2021 Numerical Differentiation: Multistep Methods-1
25 April 19, 2021 Numerical Differentiation: Multistep Methods-2
26 April 22, 2021 Numerical Differentiation: Shooting Methods
27 April 28, 2021 Numerical Differentiation: Finite Difference Methods
28 May 3, 2021 Numerical Differentiation: Convergence
29 May 6, 2021 Advanced Topics Discussions
No Date Exercises
1 January 22, 2021 Python and C++: Recap, Running Time
2 January 29, 2021 Nonlinear Equations: Bracketing Methods
3 February 5, 2021 Nonlinear Equations: Open Methods
4 February 12, 2021 Numerical Linear Algebra: Gaussian and Decomposition
5 February 19, 2021 Numerical Linear Algebra: Iterative Methods
6 February 26, 2021 Numerical Linear Algebra: Eigen Value Problems
7 March 5, 2021 Numerical Linear Algebra: SVD, QR Decomposition
8 March 19, 2021 Numerical Interpolations: Divided Differences, Lagrange
9 March 26, 2021 Numerical Interpolations: Splines
10 April 8, 2021 Numerical Integrations
11 April 9, 2021 Numerical Integrations
12 April 16, 2021 Numerical Differentiation
13 April 23, 2021 Numerical Differentiation
14 April 30, 2021 Exam

No Assignments Issue Date Due Date
1 Assignment-1 January 23, 2021 February 15, 2021