ICM

Introduction

Fundamentals of Numerical Computation is an advanced undergraduate-level introduction to the mathematics and use of algorithms for the fundamental problems of numerical computation: linear algebra, finding roots, approximating data and functions, and solving differential equations.

Material

1. Hands on:
   
   • MATLAB Install
   • MATLAB Onramp
   • Lab 1A: Conditioning
   • Lab 1B: Stability
   • Lab 2A: Magic
   • Lab 2B: Blur
   • Lab 2C: You Can’t Go Home Again
   • Lab 2D: Norms
   • Lab 2E: Terms and Conditions
   • Lab 3A: Eye See You
   • Lab 3B: Pressure Fit
   • Lab 4A: Asteroids
   • Lab 4B: Gompertz
   • Lab 5A: Nonsmooth Finite Difference
2. Lecture Notes:
   
   • Chapter 1
   • Chapter 2
   • Chpater 3
   • Chapter 4
   • Chpater 4: Numerical Differetiation and Integration
   • Chapter 5
3. Quiz:
   
   • Quiz 1 (Reference Solution)
   • Quiz 2 (Reference Code):
     
     1. LU Factorization
     2. a. Least Square Problem (Method 1)
        b. Least Square Problem (Method 2)
   • Quiz 3 (Reference Solution)
   • Midterm (Reference Solution)
   • Final (File)

Text Book

• Fundamentals of Numerical Computation
  Tobin A. Driscoll, Richard J. Braun
  
  
  

Link

• Course Page