A view of Estimation of Distribution Algorithms through the lens of Expectation-Maximization

David H. Brookes, Akosua Busia, Clara Fannjiang +2

We show that a large class of Estimation of Distribution Algorithms, including, but not limited to, Covariance Matrix Adaption, can be written as a Monte Carlo Expectation-Maximiza…