The Philosophy Behind Curve-Fitting
The Philosophy Behind Curve-Fitting, Least-Squares Curve Fitting, Curve-Fitting with Polynomials: the polyfit Function, Curve-Fitting with Functions Other than Polynomials.
Books:
Introduction to Numerical Methods by Peter A. Sark, The Macmillan Company, Collier-Macmillan Limited, London (1970). Chapter 08 Pages 312-324
MATLAB® An Introduction with Applications by Amos Gilat, John Wiley and Sons, Inc. (2011) Chapters: 08, Pages: 267-271
Course Material
- Introduction to Number System and Error Calculation in Computers
- Finding Real Roots of equations using Iterative Methods
- Finding Real Roots of equations using Newton-Raphson method
- Finding Real Roots of equations using Bisection Method
- Matlab Basics: Introduction
- Matlab Basics: Mathematical Operations with Arrays
- Matlab Basics: Two Dimensional Plots
- Matlab Basics: Programing with MATLAB
- Matlab Basics: User Defined Function and Function Files
- Numerical Integration
- Numerical Integration by Gauss Quadrature
- Curving Fitting and Interpolation
- The Philosophy Behind Curve-Fitting
- Newton's forward and backward interpolation formulas
- Presentation Case Study
- Presentation Case Study
- Chapters 16
- Department Physics
- Teacher
Dr. Khalid Naseer
