| GEO5204: Inverse Theory Fall 2007 |
| Miscellaneous Handouts | |
| Course Description | |
| Syllabus | |
| Expectations | |
| Combinations and Permutations | |
| Lecture Notes | |||||||||||
| Introduction and Discrete Probabilities | Lecture | Figures | |||||||||
| Random Variables | Lecture | ||||||||||
| Probability Density Functions | Lecture | Figures | |||||||||
| Least Squares #1 | Lecture | ||||||||||
| Least Squares #2 | Lecture | ||||||||||
| Minimum Norm Solution | Lecture | ||||||||||
| SVD and Generalized Inverse | Lecture | ||||||||||
| Inequality Constrains and NNLS | Lecture | ||||||||||
| Newton's Methods | Lecture | ||||||||||
| BFGS | Lecture | ||||||||||
| Conjugate Gradients | Lecture | ||||||||||
| Line Searches | Lecture | ||||||||||
| Downhill Simplex | Lecture | ||||||||||
| Simulated Annealing | Lecture | ||||||||||
| Population Methods | Lecture | ||||||||||
| Problem Sets | |
| PS Number 1 | Download |
| PS Number 2 | Download Data Set |
| PS Number 3 | Download Data Q2 (Excel) Data Q3 (Excel) |
| PS Number 4 | Download Data Set |
| PS Number 5 | Download Data Set |