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Relative functional entropy in convex analysis

Abstract The purpose of this work is to extend the relative entropy S(A|B) = A 1/2 log(A –1/2 BA –1/2)A 1/2 from positive operators to convex functionals. Our functional approach implies immediately, in a fast way, some simplifications and improvements for that of positive operators already discussed in the literature.