Miguel Couceiro

Characterizations of discrete Sugeno integrals as polynomial functions over distributive lattices

We give several characterizations of discrete Sugeno integrals over bounded distributive lattices, as particular cases of lattice polynomial functions, that is, functions which can be represented in the language of bounded lattices using variables and constants. We also consider the subclass of term functions as well as the classes of symmetric polynomial functions and weighted minimum and maximum functions, and present their characterizations, accordingly. Moreover, we discuss normal form representations of these functions.

On a quasi-ordering on Boolean functions

It was proved few years ago that classes of Boolean functions definable by means of functional equations [O. Ekin, S. Foldes, P.L. Hammer, L. Hellerstein, Equational characterizations of boolean functions classes, Discrete Mathematics 211 (2000) 27-51], or equivalently, by means of relational constraints [N. Pippenger. Galois theory for minors of finite functions, Discrete Mathematics 254 (2002) 405-419], coincide with initial segments of the quasi-ordered set (@W,@?) made of the set @W of Boolean functions, suitably quasi-ordered. Furthermore, the classes defined by finitely many equations [O. Ekin, S. Foldes, P.L. Hammer, L. Hellerstein, Equational characterizations of boolean functions classes, Discrete Mathematics 211 (2000) 27-51] coincide with the initial segments of (@W,@?) which are definable by finitely many obstructions. The resulting ordered set (@W@?,@?) embeds into ([@w]^<^@w,@?), the set-ordered by inclusion-of finite subsets of the set @w of integers. We prove that (@W@?,@?) also embeds ([@w]^<^@w,@?). From this result, we deduce that the dual space of the distributive lattice made of finitely definable classes is uncountable. Looking at examples of finitely definable classes, we show that the classes of Boolean functions with a bounded number of essential variables are finitely definable. We provide a concrete equational characterization for each of these classes, and for the subclasses made of linear functions. We describe the classes of functions with bounded polynomial degree in terms of minimal obstructions.

Quasi-polynomial functions over bounded distributive lattices

In [6] the authors introduced the notion of quasi-polynomial function as being a mapping f : Xn → X defined and valued on a bounded chain X and which can be factorized as

On Closed Sets of Relational Constraints and Classes of Functions Closed under Variable Substitutions

{f(x_1,\ldots,x_n)=p(\varphi(x_1),\ldots,\varphi(x_n))}

On the effect of variable identification on the essential arity of functions on finite sets

, where p is a polynomial function (i.e., a combination of variables and constants using the chain operations

Galois theory for sets of operations closed under permutation, cylindrification, and composition

{\wedge}