Statistical model checking: An overview
Quantitative properties of stochastic systems are usually specified in logics that allow one to
compare the measure of executions satisfying certain temporal properties with thresholds …
compare the measure of executions satisfying certain temporal properties with thresholds …
A survey of statistical model checking
Interactive, distributed, and embedded systems often behave stochastically, for example,
when inputs, message delays, or failures conform to a probability distribution. However …
when inputs, message delays, or failures conform to a probability distribution. However …
Design automation in synthetic biology
Design automation refers to a category of software tools for designing systems that work
together in a workflow for designing, building, testing, and analyzing systems with a target …
together in a workflow for designing, building, testing, and analyzing systems with a target …
Stochastic model checking
This tutorial presents an overview of model checking for both discrete and continuous-time
Markov chains (DTMCs and CTMCs). Model checking algorithms are given for verifying …
Markov chains (DTMCs and CTMCs). Model checking algorithms are given for verifying …
The ins and outs of the probabilistic model checker MRMC
The Markov Reward Model Checker (MRMC) is a software tool for verifying properties over
probabilistic models. It supports PCTL and CSL model checking, and their reward …
probabilistic models. It supports PCTL and CSL model checking, and their reward …
Petri nets for systems and synthetic biology
We give a description of a Petri net-based framework for modelling and analysing
biochemical pathways, which unifies the qualitative, stochastic and continuous paradigms …
biochemical pathways, which unifies the qualitative, stochastic and continuous paradigms …
A bayesian approach to model checking biological systems
Recently, there has been considerable interest in the use of Model Checking for Systems
Biology. Unfortunately, the state space of stochastic biological models is often too large for …
Biology. Unfortunately, the state space of stochastic biological models is often too large for …
UPPAAL-SMC: Statistical model checking for priced timed automata
This paper offers a survey of uppaalsmc, a major extension of the real-time verification tool
uppaal. uppaalsmc allows for the efficient analysis of performance properties of networks of …
uppaal. uppaalsmc allows for the efficient analysis of performance properties of networks of …
Statistical model checking for cyber-physical systems
Abstract Statistical Model Checking is useful in situations where it is either inconvenient or
impossible to build a concise representation of the global transition relation. This happens …
impossible to build a concise representation of the global transition relation. This happens …
Model checking probabilistic systems
The model-checking approach was originally formulated for verifying qualitative properties
of systems, for example safety and liveness (see Chap. 2), and subsequently extended to …
of systems, for example safety and liveness (see Chap. 2), and subsequently extended to …