000008837 001__ 8837
000008837 005__ 20141204083525.0
000008837 04107 $$aeng
000008837 046__ $$k12/05/2014
000008837 100__ $$aMyšáková, E.
000008837 24500 $$aCOMPARISON OF METHODS FOR CONSTRAINED DESIGN OF COMPUTER EXPERIMENTS

000008837 24630 $$n20.$$pEngineering Mechanics 2014
000008837 260__ $$bBrno University of Technology- Institute of Solid Mechanics, Mechatronics and Biomechanics
000008837 506__ $$arestricted
000008837 520__ $$2eng$$aA design of experiments creates an essential part in any experimentation, development of metamodels, sensitivity analysis or probability calculations. The creation of the design of experiments is determined by the shape of a design domain. In case of dependent input variables the design domain is constrained. Therefore classical designs developed for regular hypercubes cannot be applied here. This contribution presents comparison of several methods for designs in constrained design domains in terms of space-filling properties of the resulting designs and time required for their generation. Examples are focused on a special type of experiments called a mixture experiment, where individual parameters (ingredients) form a unit volume or unit weight. This condition leads to a simplex or a convex polytope shape of the design domain.

000008837 540__ $$aText je chráněný podle autorského zákona č. 121/2000 Sb.
000008837 653__ $$aDesign of Experiments, Space-filling, Constraints, Maximin, MiniMax.

000008837 7112_ $$aEngineering Mechanics 2014$$cSvratka (CZ)$$d12/05/2014 - 15/05/2014$$gEM2014
000008837 720__ $$aMyšáková, E.$$iLepš, M.
000008837 8560_ $$ffischerc@itam.cas.cz
000008837 8564_ $$s334873$$uhttp://invenio.itam.cas.cz/record/8837/files/92-Mysakova-CD.pdf$$yOriginal version of the author's contribution as presented on CD, paper No. 92.
000008837 962__ $$r70
000008837 980__ $$aPAPER