Optimization of “log x entropy over linear equality constraints

In this paper we develop a special-purpose iterative algorithm, of the row-action type, for solving the problem of maximizing the “$\log x$” entropy functional over linear equality constraints. The algorithm employs “projections” onto hyperplanes which we call “$\log x$” entropy projections. A complete proof of convergence is given.