ewce09.azraftaohid.me/L2T1/EWCE 205/SB/Syllabus coverage.md

Created: 2024/10/28 10:22

Numerical analysis (Lec 01)

• General idea
• Significant digit and rounding off
• Theorems
• Method of solution

Bisection (Lec 01)

• Background
• Method based math

Iteration method (Lec 02)

• Background
• Method based math - roots

Regula-falsi method (Lec 03)

• Background
• Method based math - roots

Newton Raphson method (Lec 04)

• Background
• Method based math - roots
• Method based math - inverse number
• Method based math - inverse square root
• Method based math - nth root

Secant method (Lec 05)

• Background
• Method based math

Numerical interpolation (Lec 06, 07)

• Background
• Newton's forward interpolation method based math
• Newton's backward interpolation method based math
• Newton's divided interpolation method based math

Curve fitting (Lec 09)

• Background
• Linear regression (least square fit)
• Linearization of non-linear equation
• Coefficient of correlation