Modeling and verification of randomized distributed real-time systems
Modeling and verification of randomized distributed real-time systems
Model Checking of Probabalistic and Nondeterministic Systems
Proceedings of the 15th Conference on Foundations of Software Technology and Theoretical Computer Science
Model checking for a probabilistic branching time logic with fairness
Distributed Computing
Using probabilistic model checking for dynamic power management
Formal Aspects of Computing
Compositional Quantitative Reasoning
QEST '06 Proceedings of the 3rd international conference on the Quantitative Evaluation of Systems
ICALP '08 Proceedings of the 35th international colloquium on Automata, Languages and Programming, Part II
Quantitative Analysis under Fairness Constraints
ATVA '09 Proceedings of the 7th International Symposium on Automated Technology for Verification and Analysis
Markov decision processes with multiple long-run average objectives
FSTTCS'07 Proceedings of the 27th international conference on Foundations of software technology and theoretical computer science
Probabilistic Contracts: A Compositional Reasoning Methodology for the Design of Stochastic Systems
ACSD '10 Proceedings of the 2010 10th International Conference on Application of Concurrency to System Design
Compositional Design Methodology with Constraint Markov Chains
QEST '10 Proceedings of the 2010 Seventh International Conference on the Quantitative Evaluation of Systems
Compositional Verification of Probabilistic Systems Using Learning
QEST '10 Proceedings of the 2010 Seventh International Conference on the Quantitative Evaluation of Systems
Markov decision processes with multiple objectives
STACS'06 Proceedings of the 23rd Annual conference on Theoretical Aspects of Computer Science
Measuring and synthesizing systems in probabilistic environments
CAV'10 Proceedings of the 22nd international conference on Computer Aided Verification
Assume-Guarantee verification for probabilistic systems
TACAS'10 Proceedings of the 16th international conference on Tools and Algorithms for the Construction and Analysis of Systems
PRISM: a tool for automatic verification of probabilistic systems
TACAS'06 Proceedings of the 12th international conference on Tools and Algorithms for the Construction and Analysis of Systems
Automated learning of probabilistic assumptions for compositional reasoning
FASE'11/ETAPS'11 Proceedings of the 14th international conference on Fundamental approaches to software engineering: part of the joint European conferences on theory and practice of software
Learning-based compositional verification for synchronous probabilistic systems
ATVA'11 Proceedings of the 9th international conference on Automated technology for verification and analysis
Pareto curves for probabilistic model checking
ATVA'12 Proceedings of the 10th international conference on Automated Technology for Verification and Analysis
A proof system for compositional verification of probabilistic concurrent processes
FOSSACS'13 Proceedings of the 16th international conference on Foundations of Software Science and Computation Structures
Synthesis for multi-objective stochastic games: an application to autonomous urban driving
QEST'13 Proceedings of the 10th international conference on Quantitative Evaluation of Systems
From software verification to `everyware' verification
Computer Science - Research and Development
Compositional probabilistic verification through multi-objective model checking
Information and Computation
A survey of multi-objective sequential decision-making
Journal of Artificial Intelligence Research
| Hi-index | 0.00 |
We present a verification framework for analysing multiple quantitative objectives of systems that exhibit both nondeterministic and stochastic behaviour. These systems are modelled as probabilistic automata, enriched with cost or reward structures that capture, for example, energy usage or performance metrics. Quantitative properties of these models are expressed in a specification language that incorporates probabilistic safety and liveness properties, expected total cost or reward, and supports multiple objectives of these types. We propose and implement an efficient verification framework for such properties and then present two distinct applications of it: firstly, controller synthesis subject to multiple quantitative objectives; and, secondly, quantitative compositional verification. The practical applicability of both approaches is illustrated with experimental results from several large case studies.