A Zoo of Probabilistic Systems

 

Title: A Zoo of Probabilistic Systems
Authors: Johannes Hölzl, Andreas Lochbihler and Dmitriy Traytel (traytel /at/ inf /dot/ ethz /dot/ ch)
Submission date: 2015-05-27
Abstract: Numerous models of probabilistic systems are studied in the literature. Coalgebra has been used to classify them into system types and compare their expressiveness. We formalize the resulting hierarchy of probabilistic system types by modeling the semantics of the different systems as codatatypes. This approach yields simple and concise proofs, as bisimilarity coincides with equality for codatatypes.

This work is described in detail in the ITP 2015 publication by the authors.

BibTeX:
@article{Probabilistic_System_Zoo-AFP,
  author  = {Johannes Hölzl and Andreas Lochbihler and Dmitriy Traytel},
  title   = {A Zoo of Probabilistic Systems},
  journal = {Archive of Formal Proofs},
  month   = may,
  year    = 2015,
  note    = {\url{http://isa-afp.org/entries/Probabilistic_System_Zoo.shtml},
            Formal proof development},
  ISSN    = {2150-914x},
}
License: BSD License