Model based optimal experimental design - a semidefinite programming approach applied to a solvent design problem
Belmiro P.M. Duartea,b and Nuno M.C. Oliveirab, aPolytechnic Institute of Coimbra, Dep. Chemical and Biological Engineering, R. Pedro Nunes, 3030-190 Coimbra, Portugal, bUniversity of Coimbra, GEPSI-PSE Group, CIEPQPF, Dep. Chemical Engineering, R. Sílvio Lima - Pólo II, 3030-790 Coimbra, Portugal, firstname.lastname@example.org@eq.uc.pt
This paper introduces a mathematical programming approach to systematically find optimal designs of experiments for linear algebraic models. The method assumes that we have a fully specified parametric model with unknown parameters and the design criterion is convex. To address the problem we ...