Choquet Integration on Set Systems
Ulrich Faigle, Michel Grabisch, Maximilian Heyne
Abstract
Ulrich Faigle, Michel Grabisch, Maximilian Heyne
Abstract
We present a framework for a general Choquet integral on systems F of measurable sets relative to a finite universeNthat do not necessarily include all nonempty subsets. In this context, many functions become nonmeasurable, and the classical Choquet integral does not apply. By considering a lower approximation by step functions, we arrive at a natural notion of an integral which generalizes the classical Choquet integral and is meaningful for any function. We observe that the Choquet integral of a measurable function can be computed by a Monge-type algorithm and we characterize so-called weakly union-closed systems as those set systems that allow the Monge algorithm to compute the general Choquet integral. In addition, we characterize the superadditivity of the Choquet integral on these systems.
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We present a framework for a general Choquet integral on systems F of measurable sets relative to a finite universeNthat do not necessarily include all nonempty subsets. In this context, many functions become nonmeasurable, and the classical Choquet integral does not apply. By considering a lower approximation by step functions, we arrive at a natural notion of an integral which generalizes the classical Choquet integral and is meaningful for any function. We observe that the Choquet integral of a measurable function can be computed by a Monge-type algorithm and we characterize so-called weakly union-closed systems as those set systems that allow the Monge algorithm to compute the general Choquet integral. In addition, we characterize the superadditivity of the Choquet integral on these systems.
Key concepts: Choquet integral, Superadditivity, Choquet theory, Mathematics, Set function, Context (archaeology), Fuzzy measure theory, Power set