Probabilistic Metric Temporal Graph Logic
Download and Read Probabilistic Metric Temporal Graph Logic full books in PDF, ePUB, and Kindle. Read online free Probabilistic Metric Temporal Graph Logic ebook anywhere anytime directly on your device. We cannot guarantee that every ebooks is available!
Probabilistic metric temporal graph logic
Author | : Sven Schneider |
Publisher | : Universitätsverlag Potsdam |
Total Pages | : 40 |
Release | : 2022-11-18 |
Genre | : Computers |
ISBN | : 3869565322 |
Download Probabilistic metric temporal graph logic Book in PDF, Epub and Kindle
Cyber-physical systems often encompass complex concurrent behavior with timing constraints and probabilistic failures on demand. The analysis whether such systems with probabilistic timed behavior adhere to a given specification is essential. When the states of the system can be represented by graphs, the rule-based formalism of Probabilistic Timed Graph Transformation Systems (PTGTSs) can be used to suitably capture structure dynamics as well as probabilistic and timed behavior of the system. The model checking support for PTGTSs w.r.t. properties specified using Probabilistic Timed Computation Tree Logic (PTCTL) has been already presented. Moreover, for timed graph-based runtime monitoring, Metric Temporal Graph Logic (MTGL) has been developed for stating metric temporal properties on identified subgraphs and their structural changes over time. In this paper, we (a) extend MTGL to the Probabilistic Metric Temporal Graph Logic (PMTGL) by allowing for the specification of probabilistic properties, (b) adapt our MTGL satisfaction checking approach to PTGTSs, and (c) combine the approaches for PTCTL model checking and MTGL satisfaction checking to obtain a Bounded Model Checking (BMC) approach for PMTGL. In our evaluation, we apply an implementation of our BMC approach in AutoGraph to a running example.
Probabilistic metric temporal graph logic Related Books
Pages: 40
Pages: 44
Pages: 38
Pages: 216
Pages: 54