Optimization, Deep Learning, Convex Optimization, Optimal Performance, Approximation.
Many effective methods are available in the literature such as the interior point method. If we can formulate a problem as a convex optimization problem, then we can solve it efficiently, just as we can solve a LSP efficiently. Still, recognizing a convex function can be complicated and obviously