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Incremental Elicitation of Capacities for the Sugeno Integral with a Maximin Approach

Paolo Viappiani

Abstract

We propose an interactive elicitation protocol for the Sugeno integral. Our approach at each step asks the decision maker whether the overall evaluation of a given alternative attains at least a certain level. This information is encoded in terms of constraints on the capacity and a lattice of feasible capacities is identified. The procedure continues until a necessary winner is identified. The efficiency of our methodology is evaluated in numerical experiments.
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Dates and versions

hal-02899193 , version 1 (15-07-2020)

Identifiers

  • HAL Id : hal-02899193 , version 1

Cite

Agnès Rico, Paolo Viappiani. Incremental Elicitation of Capacities for the Sugeno Integral with a Maximin Approach. 14th International Conference on Scalable Uncertainty Management (SUM 2020), Sep 2020, Bolzano, Italy. ⟨hal-02899193⟩
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