Convex Optimization I

Overview

Contents:
Introduction - Guest-Logistics, Convex Functions - Vector Composition - Optimal And Locally Optimal Points - Linear-Fractional Program - Generalized Inequality Constraints - Lagrangian, Lagrange Dual Function - Complementary Slackness - Applications Section Of The Course-Statistical Estimation - Continue On Experiment Design - Linear Discrimination (Cont.),LU Factorization (Cont.) - Algorithm Section Of The Course - Continue On Unconstrained Minimization - Newton - Logarithmic Barrier-Interior-Point Methods