Publicación: FUZZY E-BAYESIAN AND HIERARCHICAL BAYESIAN ESTIMATIONS ON THE KUMARASWAMY DISTRIBUTION USING CENSORING DATA
Fecha
2017
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INTERNATIONAL JOURNAL OF FUZZY SYSTEM APPLICATIONS
Resumen
THE MAIN PURPOSE OF THIS PAPER IS TO PROVIDE A METHODOLOGY FOR DISCUSSING THE FUZZY. THIS APPROACH WILL BE USED TO CREATE THE FUZZY E-BAYESIAN AND HIERARCHICAL BAYESIAN ESTIMATIONS OF KUMARASWAMY DISTRIBUTION UNDER CENSORING DATA BY INTRODUCING AND APPLYING A THEOREM CALLED "RESOLUTION IDENTITY" FOR FUZZY SETS. IN OTHER WORDS, MODEL PARAMETERS ARE ASSUMED TO BE FUZZY RANDOM VARIABLES. THE AUTHORS ALSO USE COMPUTATIONAL METHODS WU 2003. FOR THIS PURPOSE, THE ORIGINAL PROBLEM IS TRANSFORMED INTO A NONLINEAR PROGRAMMING PROBLEM WHICH IS THEN DIVIDED UP INTO FOUR SUB-PROBLEMS TO SIMPLIFY COMPUTATIONS. FINALLY, THE RESULTS OBTAINED FOR THE SUB-PROBLEMS CAN BE USED TO DETERMINE THE MEMBERSHIP FUNCTIONS OF THE FUZZY E-BAYESIAN AND HIERARCHICAL BAYESIAN ESTIMATIONS.
