Portfolio Optimization, Quantitative Finance, Python Programming, Convex Optimization, Data Science.
Problem 1: Maximizing the expected return (Quadratic Constrained Quadratic Programming) The objective function is an affine function of w and it is convex. We are going to maximize the expected return of the portfolio. For the first quadratic constraint, Σ is always a positive semi-definite matrix.