Title of article :
Piecewise linear aggregation functions based on triangulation
Author/Authors :
B. De Baets، نويسنده , , H. De Meyer، نويسنده , , R. Mesiar، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Pages :
13
From page :
466
To page :
478
Abstract :
We introduce a method to construct piecewise linear binary aggregation functions on the unit interval, based on a triangulation of the unit square with one additional vertex. We derive conditions under which such piecewise linear aggregation functions possess additional interesting properties, such as idempotence, symmetry, Lipschitz continuity and 2-monotonicity. This construction method can also be used to approximate binary aggregation functions. In this way, copulas and quasi-copulas are approximated by singular copulas.
Keywords :
aggregation function , approximation , Choquet integral , Copula , Monotonicity , Piecewise linear function , Quasi-copula , triangulation
Journal title :
Information Sciences
Serial Year :
2011
Journal title :
Information Sciences
Record number :
1214203
Link To Document :
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