Optimization Algorithms, Mathematics, Machine Learning, Statistics, Convex Optimization.
including Dantzig’s simplex method and interior point methods. In many cases, optimization problems can be transformed into an equivalent linear programming form. An example is the Chebyshev approximation problem. This is very much similar to the least-squares problem. However, we are using the