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IEEE symposium of Logic In Computer Science, Toronto : Canada (2011)
Continuous Random Variables
Jean Goubault-Larrecq 1, 2, Daniele Varacca 3
(30/06/2011)

We introduce the domain of continuous random variables (CRV) over a domain, as an alternative to Jones and Plotkin's probabilistic power domain. While no known Cartesian-closed category is stable under the latter, we show that the so-called thin (uniform) CRVs define a strong monad on the Cartesian-closed category of bc-domains. We also characterize their inequational theory, as (fair-)coin algebras. We apply this to solve a recent problem posed by M. Escardo: testing is semi-decidable for EPCF terms. CRVs arose from the study of the second author's (layered) Hoare indexed valuations, and we also make the connection apparent.
1 :  Laboratoire Spécification et Vérification [Cachan] (LSV)
CNRS : UMR8643 – INRIA – École normale supérieure de Cachan - ENS Cachan
2 :  SECSI (INRIA Saclay - Ile de France)
INRIA – CNRS : UMR8643 – École normale supérieure de Cachan - ENS Cachan
3 :  Preuves, Programmes et Systèmes (PPS)
CNRS : UMR7126 – Université Paris VII - Paris Diderot
Informatique/Théorie et langage formel