Optimization and Calculus of Variations: Basic Optimization Theory

4 units · Graduate courses (200-299)

Lecture, three hours. Introduction to basic optimization theory, recognition of solutions, and geometry of optimization. Some convex analysis, separation hyperplane, and duality theory. Basic optimization algorithms and their rates of convergence. S/U or letter grading.