
Quasi-Lovász Extensions on Bounded Chains
Couceiro, Miguel; Marichal, Jean-Luc (2014), Quasi-Lovász Extensions on Bounded Chains, in Laurent, Anne; Strauss, Olivier; Bouchon-Meunier, Bernadette; Yager, Ronald R., Information Processing and Management of Uncertainty in Knowledge-Based Systems, Springer International Publishing : Cham, p. 199-205. 10.1007/978-3-319-08795-5_21
View/ Open
Type
Communication / ConférenceDate
2014Conference title
15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2014)Conference date
2014-07Conference city
MontpellierConference country
FranceBook title
Information Processing and Management of Uncertainty in Knowledge-Based SystemsBook author
Laurent, Anne; Strauss, Olivier; Bouchon-Meunier, Bernadette; Yager, Ronald R.Publisher
Springer International Publishing
Published in
Cham
ISBN
978-3-319-08794-8
Pages
199-205
Publication identifier
Metadata
Show full item recordAuthor(s)
Couceiro, MiguelLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Marichal, Jean-Luc
Mathematics Research Unit
Abstract (EN)
We study quasi-Lovász extensions as mappings defined on a nonempty bounded chain C, and which can be factorized as f(x1,…,xn) = L(ϕ(x1),…,ϕ(xn)), where L is the Lovász extension of a pseudo-Boolean function and is an order-preserving function.We axiomatize these mappings by natural extensions to properties considered in the authors’ previous work. Our motivation is rooted in decision making under uncertainty: such quasi-Lovász extensions subsume overall preference functionals associated with discrete Choquet integrals whose variables take values on an ordinal scale C and are transformed by a given utility function .Furthermore, we make some remarks on possible lattice-based variants and bipolar extensions to be considered in an upcoming contribution by the authors.Subjects / Keywords
Aggregation function; discrete Choquet integral; Lovász extension; quasi-Lovász extension; comonotonic modularityRelated items
Showing items related by title and author.
-
Marichal, Jean-Luc; Couceiro, Miguel (2011) Article accepté pour publication ou publié
-
Marichal, Jean-Luc; Couceiro, Miguel (2012) Communication / Conférence
-
Couceiro, Miguel; Marichal, Jean-Luc (2012) Communication / Conférence
-
Marichal, Jean-Luc; Couceiro, Miguel (2009) Communication / Conférence
-
Marichal, Jean-Luc; Couceiro, Miguel (2009) Article accepté pour publication ou publié