Class 1

Introduction (Chapter 1)

Mathematical Formulation: example, level sets

Definitions: local and global optima

Definitions: convexity

Fundamentals of Unconstrained Optimization (Chapter 2)

Example of nonlinear least squares data fitting

Definitions: gradient, Hessian, Taylor's Theorem