Multiple models of information fusion processes: Quality definition and estimation.


Boris V. Sokolov, Vyacheslav A. Zelentsov, Rafael M. Yusupov, Yuri A. Merkuryev. Multiple models of information fusion processes: Quality definition and estimation. – Journal of Computational Science, Volume 5, Issue 3, May 2014, Pages 380–386


Аннотация

Now problems of a multi-criteria quality estimation of models as well as a justified selection of task-oriented models are still not investigated thoroughly enough. The importance of the problems increaseswhen a research object is described not via a single model, but with a set or a complex of multiple mod-els including models from different classes or combined models such as combined analytical-simulationmodels, logical-algebraic ones, etc. The aforementioned problems are being investigated within the the-ory of model quality control. The description of main elements of this theory and its applications is theprimary goal of the paper.