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A probabilistic system identification technique is employed for model updating using incomplete noisy measurements only.
By the way of an input delay, the probabilistic system is transformed into a stochastic continuous time-delay system.
Probabilistic model checking is an automated technique to verify whether a probabilistic system, e.g., a robot operating in an unknown environment, satisfies a temporal logic property, e.g., "the minimum probability of completing the task within 15 minutes is above 0.98".
Monte Carlo simulation is used to estimate the likelihood of system instability and violation of performance requirements subject to variations of the probabilistic system parameters.
A fuzzy probabilistic system permits us to model uncertainties related to accident databases and the randomness due to environmental, natural, or time changes.
Generally speaking, the apparatus of information theory is applicable to any probabilistic system of observations since whenever we make statistical observations (or design and conduct statistical experiments) we seek information.
Similar(43)
Defining explanation in probabilistic systems.
I call my group the Laboratory for Intelligent Probabilistic Systems (LIPS).
K. Sen, M. Viswanathan, and G. Agha, "Statistical model checking of black-box probabilistic systems," in Computer Aided Verification: Proc.
Verification of reachability properties for probabilistic systems is usually based on variants of Markov processes.
We define a logic EpCTL for reasoning about the evolution of probabilistic systems.
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