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Coherence and avoidance of sure loss for standardized functions and semicopulas

International Journal of Approximate Reasoning (IJAR), 2023
Abstract

We discuss avoidance of sure loss and coherence results for semicopulas and standardized functions, i.e., for grounded, 1-increasing functions with value 11 at (1,1,,1)(1,1,\ldots, 1). We characterize the existence of a kk-increasing nn-variate function CC fulfilling ACBA\leq C\leq B for standardized nn-variate functions A,BA,B and discuss the method for constructing this function. Our proofs also include procedures for extending functions on some countably infinite mesh to functions on the unit box. We provide a characterization when AA respectively BB coincides with the pointwise infimum respectively supremum of the set of all kk-increasing nn-variate functions CC fulfilling ACBA\leq C\leq B.

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