# Composition of Credal Sets via Polyhedral Geometry

**Authors:** Ji\v{r}ina Vejnarov\'a, V\'aclav Kratochv\'il

arXiv: 1705.03352 · 2017-05-10

## TL;DR

This paper explores a new method for constructing multidimensional credal sets using polyhedral geometry, enhancing computational techniques in uncertainty modeling.

## Contribution

It introduces a geometric approach to the composition operator for credal sets, improving computational efficiency and understanding.

## Key findings

- Polyhedral geometry methods facilitate credal set composition.
- Enhanced computational techniques for multidimensional credal models.
- Potential applications in uncertainty reasoning systems.

## Abstract

Recently introduced composition operator for credal sets is an analogy of such operators in probability, possibility, evidence and valuation-based systems theories. It was designed to construct multidimensional models (in the framework of credal sets) from a system of low- dimensional credal sets. In this paper we study its potential from the computational point of view utilizing methods of polyhedral geometry.

## Full text

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## Figures

23 figures with captions in the complete paper: https://tomesphere.com/paper/1705.03352/full.md

## References

18 references — full list in the complete paper: https://tomesphere.com/paper/1705.03352/full.md

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Source: https://tomesphere.com/paper/1705.03352