An outer-approximation algorithm for generalized maximum entropy sampling

This paper presents an outer-approximation algorithm to address a generalized maximum entropy sampling (GMES) problem that determines a set of measurement locations providing the largest entropy reduction. A new mixed- integer semidefinite program (MISDP) formulation is proposed to handle a GMES problem with a jointly Gaussian distribution over the search… CONTINUE READING