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Lazy Abstraction for Probabilistic Systems

Szekeres, Dániel
Majzik, István
2023-04-24T07:25:26Z
2023-04-24T07:25:26Z
2023

Abstract

Reliability analysis of complex safety-critical systems by probabilistic model checking is often hindered by state space explosion. Abstraction is one way to counteract this problem. In this paper, we adapt an existing lazy abstraction algorithm to the analysis of Markov Decision Process reliability models and prove its soundness.

http://hdl.handle.net/10890/40945
en
Lazy Abstraction for Probabilistic Systems
könyvfejezet
Open access
Szerző
2023.02.06-2023.02.07.
Budapest
30th Minisymposium of the Department of Measurement and Information Systems
6-7 February, 2023
978-963-421-904-0
Budapest University of Technology and Economics
Online
Proceedings of the 30th Minisymposium
Department of Measurement and Information Systems
Post print
Faculty of Electrical Engineering and Informatics
9
10.3311/minisy2023-003
12
probabilistic model checking
Markov decision processes
lazy abstraction
Konferenciacikk
Budapest University of Technology and Economics

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