[DP15] Combination of Imperfect Data in Fuzzy and Probabilistic Extension ClassesRevue Internationale avec comité de lecture : Journal Journal of Environmental Accounting and Management, vol. 3(2), pp. 123-150, 2015, (doi:10.5890/JEAM.2015.06.004)
Mots clés: Uncertainty management, Possibility theoryr, Dempster-Shafer theory, simulation, systemic
Résumé: In this article, we propose a uniform formal model able to handle uncertain data. The approach presented provides a formalism for both representing and manipulating rigorously quantities which may have a finite number of possible or probable values with their interdependencies. Then, we define an algebraic structure to operate chained computations on such quantities with properties similar to IR . Next, we provide a particular interpretation for mixing such quantities through the Dempster-Shafer theory. Finally, we provide an implementation of this approach into object oriented programming.