Maximization of many functions is done efficiently via a recursive process that involve optimization of auxiliary concave functions at intermediate steps. In the paper we describe a process that allows constructively build concave auxiliary functions. This process can be applied to optimization of exponential families and to recently introduced A-functions.

By: Dimitri Kanevsky

Published in: RC25183 in 2011


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