Sentence examples for by utilizing a stochastic from inspiring English sources

Here we found that C. albicans is able to generate a variety of ploidy states, including atypical euploidy (i.e., triploidy) and diverse aneuploid combinations, by utilizing a stochastic chromosome loss mechanism in its parasexual cycle rather than a conventional meiotic program to achieve ploidy reduction.

By utilizing a Lyapunov Krasovskii functional and some stochastic analysis execution, we obtain the stability formula of the estimation error systems in the structure of linear matrix inequalities under which the estimation error dynamics is robustly exponentially stable.

Thirdly, an asymptotically stochastic stability criterion is established by utilizing a new-type Lyapunov function to guarantee the error system and sliding mode dynamics to be asymptotically stochastic stable with a given disturbance attenuation level.

The system parameters under investigation are all time-varying and the randomly occurring filter gain variations are modeled by utilizing a random variable obeying prespecified binary distribution which is uncorrelated with other stochastic variables.

By utilizing a new nonnegative function and the M-matrix approach, we derive a sufficient condition to ensure adaptive almost surely asymptotically synchronization for stochastic delayed neural networks.

Since the location estimation process utilizes a stochastic method (PF), the calculations are repeated 500 times and then averaged.

The procedure utilizes a stochastic nature of the messages as they evolve during the FG/SPA processing.

Instead of using deterministic differential population balance equations, the MC algorithm utilizes a stochastic approach to aggregation kinetics.

By utilizing both stochastic analysis and Lyapunov functional approach, we obtain a lot of sufficient conditions to ensure the desired H∞ performance, while the mean-square stability is also satisfied for this investigated state estimation issues of ANNs.

By utilizing the stochastic small-gain theorem and the backstepping recursive design procedure, a robust adaptive output feedback control scheme is then proposed.

More precisely, by utilizing the stochastic analysis theory, fractional powers of operators, and the Krasnoselskii fixed point theorem, we investigate the IFNSIDS with NLCs and SDD in a Hilbert space.