Class 7, C&O 466/666
Discussion of the derivative as a linear operator
Line Search Methods continued ...(Chapter 3)
Theorem 3.7 (with proof! - quadratic convergence of Newton's method near optimum.)
FYI see:
(Vandenberghe) Lecture 8 on Smooth unconstrained minimization
.
(O'Leary) Unit 2 on unconstrained optimization
.
Trust Region Methods (Chapter 4)
basic outline,