Optimization Algorithms, Optimization Techniques, Machine Learning, Deep Learning, Convex Optimization.
function (which is referred to as the Loss function or Cost Function in our machine learning), and the variable “x” here is called as the “Decision Variable”. Also the below: [Image by author] is read as “find the argument x for which f(x) has minimum value”, is also an optimization problem. In