Multi-weight ranking for multi-criteria decision making

AH Hamel, D Kostner - Neural Computing and Applications, 2024 - Springer
A basic problem in multi-criteria decision-making (MCDM) is to find a ranking for alternatives
which are not directly comparable with each other. A number of different methods exists. In …

New trends in preference, utility, and choice: From a mono-approach to a multi-approach

A Giarlotta - New Perspectives in Multiple Criteria Decision Making …, 2019 - Springer
We give an overview of some new trends in preference modeling, utility representation, and
choice rationalization. Several recent contributions on these topics point in the same …

The classification of preordered spaces in terms of monotones: complexity and optimization

P Hack, DA Braun, S Gottwald - Theory and Decision, 2023 - Springer
The study of complexity and optimization in decision theory involves both partial and
complete characterizations of preferences over decision spaces in terms of real-valued …

Representing preorders with injective monotones

P Hack, DA Braun, S Gottwald - Theory and Decision, 2022 - Springer
We introduce a new class of real-valued monotones in preordered spaces, injective
monotones. We show that the class of preorders for which they exist lies in between the …

On continuous multi-utility representations of semi-closed and closed preorders

G Bosi, G Herden - Mathematical Social Sciences, 2016 - Elsevier
On the basis of the classical continuous multi-utility representation theorem of Levin on
locally compact and σ-compact Hausdorff spaces, we present necessary and sufficient …

Computation as uncertainty reduction: a simplified order-theoretic framework

P Hack, DA Braun, S Gottwald - arXiv preprint arXiv:2206.13885, 2022 - arxiv.org
Although there is a somewhat standard formalization of computability on countable sets
given by Turing machines, the same cannot be said about uncountable sets. Among the …

Topologies for semicontinuous Richter–Peleg multi-utilities

G Bosi, A Estevan, A Raventós-Pujol - Theory and Decision, 2020 - Springer
The present paper gives a topological solution to representability problems related to multi-
utility, in the field of Decision Theory. Necessary and sufficient topologies for the existence of …

A bi-preference interplay between transitivity and completeness: Reformulating and extending Schmeidler's theorem

A Giarlotta, S Watson - Journal of Mathematical Psychology, 2020 - Elsevier
Consumers' preferences and choices are traditionally described by appealing to two
classical tenets of rationality: transitivity and completeness. In 1971, Schmeidler proved a …

Order-theoretic models for decision-making: Learning, optimization, complexity and computation

P Hack - arXiv preprint arXiv:2406.10730, 2024 - arxiv.org
The study of intelligent systems explains behaviour in terms of economic rationality. This
results in an optimization principle involving a function or utility, which states that the system …

On a geometrical notion of dimension for partially ordered sets

P Hack, DA Braun, S Gottwald - arXiv preprint arXiv:2203.16272, 2022 - arxiv.org
The well-known notion of dimension for partial orders by Dushnik and Miller allows to
quantify the degree of incomparability and, thus, is regarded as a measure of complexity for …