Sentence examples for stochastic complexity from inspiring English sources

Proteins are ideal systems to experimentally study stochastic complexity.

We also prove that our criterion has a probabilistic interpretation as a model which is asymptotically optimal within the given class of distributions by reaching the lower bound on the logarithmic prediction errors, given by the so called stochastic complexity, and approximated by BIC.

It is a generalization of Rissanen's work on stochastic complexity [21], written as follows φ β p = − 2 ∑ i = 1 N log f x i | θ ^ p + p N β log log N (19).

It is a low complexity stochastic algorithm which works with two points and generates additional points depending on the number of decision variables in the optimization problem.

In this paper, we propose a reduced complexity stochastic joint source-channel coding system developed for efficient and robust coding of wideband speech ISF (Immittance Spectral Frequency) parameters.

Because of the random stochastic reaction relative complexity involved in the reset process, here we mainly focus our attention on the investigation of the reset process.

But with full potential utilization, this process still not completely solved due to its complexity, stochastic nature, and number of process variables involved in this process.

A healthy state exhibits some degree of stochastic variability and complexity in physiologic variables, such as temperature.

Bucak et al. [ 29] suggested a method called multiple kernel learning by stochastic approximation, whose complexity is sub-linear to the number of labels.

"The Complexity of Stochastic Rabin and Streett Games".

We study the complexity of stochastic Muller games and show that the quantitative analysis problem is PSPACE-complete.