Restart: a straightforward method for fast simulation of rare events
WSC '94 Proceedings of the 26th conference on Winter simulation
Minimum-Cost Reachability for Priced Timed Automata
HSCC '01 Proceedings of the 4th International Workshop on Hybrid Systems: Computation and Control
Optimal Paths in Weighted Timed Automata
HSCC '01 Proceedings of the 4th International Workshop on Hybrid Systems: Computation and Control
As Cheap as Possible: Efficient Cost-Optimal Reachability for Priced Timed Automata
CAV '01 Proceedings of the 13th International Conference on Computer Aided Verification
Probabilistic Verification of Discrete Event Systems Using Acceptance Sampling
CAV '02 Proceedings of the 14th International Conference on Computer Aided Verification
Optimal scheduling using priced timed automata
ACM SIGMETRICS Performance Evaluation Review
Probabilistic abstraction for model checking: An approach based on property testing
ACM Transactions on Computational Logic (TOCL)
Infinite Runs in Weighted Timed Automata with Energy Constraints
FORMATS '08 Proceedings of the 6th international conference on Formal Modeling and Analysis of Timed Systems
Timed automata with observers under energy constraints
Proceedings of the 13th ACM international conference on Hybrid systems: computation and control
Complexity in simplicity: flexible agent-based state space exploration
TACAS'07 Proceedings of the 13th international conference on Tools and algorithms for the construction and analysis of systems
The ins and outs of the probabilistic model checker MRMC
Performance Evaluation
Statistical model checking: an overview
RV'10 Proceedings of the First international conference on Runtime verification
Time for statistical model checking of real-time systems
CAV'11 Proceedings of the 23rd international conference on Computer aided verification
Statistical model checking for networks of priced timed automata
FORMATS'11 Proceedings of the 9th international conference on Formal modeling and analysis of timed systems
Optimal conditional reachability for multi-priced timed automata
FOSSACS'05 Proceedings of the 8th international conference on Foundations of Software Science and Computation Structures
Monitor-Based statistical model checking for weighted metric temporal logic
LPAR'12 Proceedings of the 18th international conference on Logic for Programming, Artificial Intelligence, and Reasoning
Lower-Bound Constrained Runs in Weighted Timed Automata
QEST '12 Proceedings of the 2012 Ninth International Conference on Quantitative Evaluation of Systems
Runtime verification of biological systems
ISoLA'12 Proceedings of the 5th international conference on Leveraging Applications of Formal Methods, Verification and Validation: technologies for mastering change - Volume Part I
Schedulability of herschel-planck revisited using statistical model checking
ISoLA'12 Proceedings of the 5th international conference on Leveraging Applications of Formal Methods, Verification and Validation: applications and case studies - Volume Part II
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Statistical Model Checking (SMC) [19,16,21,23,15] is an approach that has recently been proposed as new validation technique for large-scale, complex systems. The core idea of SMC is to conduct some simulations of the system, monitor them, and then use statistical methods (including sequential hypothesis testing or Monte Carlo simulation) in order to decide with some degree of confidence whether the system satisfies the property or not. By nature, SMC is a compromise between testing and classical formal method techniques. Simulation-based methods are known to be far less memory and time intensive than exhaustive ones, and are some times the only option.