## Stochastic optimization

In mathematical optimization, stochastic optimization is a method of optimizing a goal function when some of the input parameters are stochastic (that is, random). Many optimization problems in machine learning are stochastic in nature, because the training data is typically a set of examples drawn at random from some larger population. There are two main … Read more