Title :
Describing acceptable objects by means of Sugeno integrals
Author :
Prade, Henri ; Rico, Agnès
Author_Institution :
Inst. de Rech. en Inf. de Toulouse (IRIT), Univ. Paul Sabatier, Toulouse, France
Abstract :
Objects are usually described by combinations of properties. Logic-based descriptions offer compact representations for binary properties. Besides, Sugeno integrals are well-known as a powerful qualitative aggregation tool in multiple-criteria decision, which is applicable to gradual properties, and takes into account positive synergies between properties. The paper proposes to investigate the potential use of Sugeno integrals as a representation tool, to lay bare their relation with possibilistic logic representations, and to discuss the handling of negative synergies in this setting using a pair of Sugeno integrals.
Keywords :
formal concept analysis; formal logic; integral equations; Sugeno integral; acceptable object; account positive synergy; binary property; gradual property; logic based description; multiple criteria decision; possibilistic logic representation; qualitative aggregation tool; representation tool; Complexity theory; Context; Lattices; Pattern recognition; Polynomials; Semantics; Sugeno integral; formal concept analysis; pattern structures; possibilistic logic;
Conference_Titel :
Soft Computing and Pattern Recognition (SoCPaR), 2010 International Conference of
Conference_Location :
Paris
Print_ISBN :
978-1-4244-7897-2
DOI :
10.1109/SOCPAR.2010.5685870