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Book explores inequalities based on fuzzy divergence measures, relations among new and existing fuzzy divergence measures, and applications in Multi-Criteria Decision Making, Pattern Recognition and Medical Diagnosis. Upper and lower bound of new f-divergence measure and numerical justification are discussed. Using a new F-divergence measure, some interesting inequalities are established which may be useful for researchers in the field of fuzzy information theory.