Optimization, Machine Learning, Convex Optimization, Data Science, Data Analytics.
should be an affine function. The objective function is definitely a convex function because it has the form of a paraboloid. However, on checking the Hessian matrix for f(x), we see that it is not positive semi-definite (you can do the calculations and check yourself). Also, g(x) is not an affine