This repository includes all the assignments and the final project of the Convex Optimization II course.
- HW1: Linear Programming, Integer Programming
- HW2: KKT Conditions, Convex/Concave Problems, Lagrangian & Dual Problem
- HW3: Matlab CVX, Solve Convex Problem (By Dual Problem), Strong Duality
- HW4: Scheduling, Stochastic Optimization
- Project: Approximation algorithms for the capacitated and uncapacitated k-center problems