Operations Research.
augmented with barrier functions. - Reduce a non-convex optimization to approximate convex optimizations. Newton’s method, as a root-finding algorithm, simply finds the closest zero point of the gradient. - It approximates the objective function as a quadratic function and thus the gradient as a