Updating Choquet Integrals , Consequentialism and Dynamic Consistency [PDF]
Choquet capacities have been used to represent decision makers’ beliefs in order to generalise the expected utility approach. Conditional capacities have to be defined for dynamic choice situations where information may modify the decision maker future ...
André Lapied +2 more
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Bipolarization of posets and natural interpolation [PDF]
The Choquet integral w.r.t. a capacity can be seen in the finite case as a parsimonious linear interpolator between vertices of $[0,1]^n$. We take this basic fact as a starting point to define the Choquet integral in a very general way, using the ...
Michel Grabisch, Christophe Labreuche
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Capacities and Games on Lattices: A Survey of Result [PDF]
We provide a survey of recent developments about capacities (or fuzzy measures) and ccoperative games in characteristic form, when they are defined on more general structures than the usual power set of the universal set, namely lattices. In a first part,
Michel Grabisch
core
Contextual algorithm for decision of fuzzy estimation problems with network-like structure of criteria on the basis of fuzzy measures Sugeno [PDF]
In this article the algorithm for the decision of alternatives' estimation problems for following conditions is considered. Values of alternative's characteristics (properties) are fuzzy. They are formalized as fuzzy sets.
Bocharnikov, Victor, Sveshnikov, Sergey
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Applying a complexity-based Choquet integral to evaluate students [PDF]
, 2010 [[abstract]]The weighted arithmetic mean and the regression methods are the most often used operators to aggregate criteria in decision making problems with the assumption that there are no interactions among criteria.
Jiunn-I Shieh ; Hsin-Hung Wu
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A graphical interpretation of the Choquet integral
, 2000 International audienceThe Choquet integral (1953) is a fuzzy measure used as a powerful aggregation operator over a finite set of elements. We present a graphical interpretation of the Choquet integral, viewed as an aggregation operator in the case of ...
Grabisch, Michel
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A new integral for capacities [PDF]
A new integral for capacities, different from the Choquet integral, is introduced and characterized. The main feature of the new integral is concavity, which might be interpreted as uncertainty aversion. The integral is then extended to fuzzy capacities,
Ehud Lehrer
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The Choquet integral with respect to a level dependent capacity
, 2011 We present a generalization of Choquet integral in which the capacity depends also on the value of the aggregated variables.We show that as particular cases of our generalization of Choquet integral there are the Sugeno integral, theŠipoš integral and ...
GIOVE, Silvio +8 more
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Interactive multi-criteria group decision-making with probabilistic linguistic information for emergency assistance of COVID-19. [PDF]
Appl Soft Comput, 2021 Wan SP, Huang Cheng WB, Dong JY.
europepmc +1 more source
Learning nonlinear monotone classifiers using the Choquet Integral
, 2014 In der jüngeren Vergangenheit hat das Lernen von Vorhersagemodellen, die eine monotone Beziehung zwischen Ein- und Ausgabevariablen garantieren, wachsende Aufmerksamkeit im Bereich des maschinellen Lernens erlangt.
Hüllermeier, Eyke (Prof. Dr.) +1 more
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