Mixture surrogate models based on Dempster-Shafer theory for global optimization problems. - Juliane Müller 004; Robert Piché (J. Glob. Optim., 2011)

Calibration of GARCH models using concurrent accelerated random search. - Juliane Müller 004; Juho Kanniainen; Robert Piché (Appl. Math. Comput., 2013)

SO-MI: A surrogate model algorithm for computationally expensive nonlinear mixed-integer black-box global optimization problems. - Juliane Müller 004; Christine A. Shoemaker; Robert Piché (Comput. Oper. Res., 2013)

SO-MODS: Optimization for high dimensional computationally expensive multi-modal functions with surrogate search. - Juliane Müller 004; Tipaluck Krityakierne; Christine A. Shoemaker (IEEE Congress on Evolutionary Computation, 2014)

Influence of ensemble surrogate models and sampling strategy on the solution quality of algorithms for computationally expensive black-box global optimization problems. - Juliane Müller 004; Christine A. Shoemaker (J. Glob. Optim., 2014)

SO-I: a surrogate model algorithm for expensive nonlinear integer programming problems including global optimization applications. - Juliane Müller 004; Christine A. Shoemaker; Robert Piché (J. Glob. Optim., 2014)