Should We Learn Probabilistic Models for Model Checking? A New Approach and An Empirical Study.
Jingyi WangJun SunQixia YuanJun PangPublished in: CoRR (2016)
Keyphrases
- model checking
- probabilistic model
- temporal logic
- formal verification
- temporal properties
- model checker
- partial order reduction
- automated verification
- finite state machines
- finite state
- formal specification
- graphical models
- formal methods
- epistemic logic
- bounded model checking
- pspace complete
- verification method
- reachability analysis
- computation tree logic
- process algebra
- transition systems
- deterministic finite automaton
- symbolic model checking
- timed automata
- reactive systems
- bayesian networks
- linear temporal logic
- abstract interpretation
- modal logic
- search algorithm
- concurrent systems
- markov decision processes