The main issue of optimization is the minimization of functions. There exist several techniques and many variants of them, like the popular Newton’s method in the original form and a modified form ...

Linear Regression and Feature Engineering, Implementation of Gradient Descent, Sub-gradient Descent, Newton Method, Quasi-Newton Method, LBFGS, Determinig Confidence Interval from Bernouli, Uniform ...

Abstract: In this work, we examine a generic network cost minimization problem, in which every node has a local decision vector to optimize. Each node incurs a cost associated with its decision vector ...