Title :
Orthogonal Grid Constructions of Copulas
Author :
De Baets, B. ; De Meyer, H.
Author_Institution :
Ghent Univ., Gent
Abstract :
We establish a general framework for constructing copulas that can be regarded as a patchwork-like assembly of arbitrary copulas, with nonoverlapping rectangles as patches. We derive a family of construction methods that require the choice of a single background copula. When this background copula is the greatest copula , we retrieve the well-known ordinal sum construction, while in the case of the smallest copula , we obtain a construction method that is dual to the ordinal sum construction. Also nonsingular background copulas lead to suitable construction methods.
Keywords :
fuzzy set theory; mathematical operators; probability; aggregation operator; arbitrary copula; fuzzy set theory; nonoverlapping rectangle; nonsingular background copula; ordinal sum construction; orthogonal grid construction; patchwork-like assembly; probability; Assembly; Biometrics; Boundary conditions; Computer science; Fuzzy sets; Joining processes; Mathematics; Process control; Conjunctor; copula; ordinal sum; orthogonal grid; quasi-copula; t-norm;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2006.890681