Schedule
|
September |
||
|
Week |
Chapter |
Topic |
|
1 |
1 |
Introduction |
|
2 |
1 |
Introduction |
|
3 |
2 |
Function Evaluation: Polynomials, Error Function, Gamma Function, Beta Function |
|
4 |
3 |
Interpolation: Lagrange, Newton, Neville, and Cubic Spline Methods |
|
October |
||
|
Week |
Chapter |
Topic |
|
1 |
5 |
Roots of Functions: Bisection and Newton Methods |
|
2 |
5 |
Roots of Functions: Bisection and Newton Methods |
|
3 |
6 |
Integration of Functions: Trapeze, Simpson, Romberg Methods |
|
4 |
6 |
Integration of Functions: Trapeze, Simpson, Romberg Methods |
|
November |
||
|
Week |
Chapter |
Topic |
|
1 |
8 |
Linear Algebra: Linear Equations, LUP Decomposition, Matrix Inversion, Eigenvalues and Eigenvectors |
|
2 |
8 |
Linear Algebra: Linear Equations, LUP Decomposition, Matrix Inversion, Eigenvalues and Eigenvectors |
|
December |
||
|
Week |
Chapter |
Topic |
|
1 |
9 |
Elements of Statistics: Moments, Distributions |
|
2 |
10 |
Statistical Analysis: Least Square Fit, Linear Regression |
|
3 |
11 |
Optimization: Hill Climbing Algorithms, Powell's Algorithm, Simplex Algorithm, Genetic Algorithm |
|
4 |
11 |
Optimization: Hill Climbing Algorithms, Powell's Algorithm, Simplex Algorithm, Genetic Algorithm |
|
May be Included |
||
|
Week |
Chapter |
Topic |
|
1 |
12 |
Data Mining: Introductory Concepts |
|
2 |
Mims Note |
Genetic Algorithms |