Sentence examples for sample a set of from inspiring English sources

The control algorithm operates by trying, at each sample, a set of predefined control actions on the model.

To obtain a posterior PDF that is not analytically available in the complicated parameter space, an MCMC algorithm is proposed to sample a set of models in high-probability regions for the representation (or approximation) of the posterior PDF.

In this paper we propose a Bayesian framework Monte Carlo Markov Chain simulation (MCMC) to sample a set of subsurface's characteristics from the posterior distribution that are conditioned to the production data.

For each trace in the dataset we sample a set of n points and we compute the nearest and the second nearest neighbor among the labeled traces, where the above points have been removed.

For each sample, a set of Sobol (Sobol 1967) points in two dimensions was found that was within the stand, or within a certain radius of the stand boundary.

Sample a set of N c continuing particles from state transition probability density X k (c)i ∼ q c (X k |E k = e, Ek-1 = e, z k ).

More specifically, we consider a broad class of optimization algorithms that sample a set of feasible system designs in each iteration, conduct simulations at the sampled designs in an effort to estimate the performance of these designs, and then use the simulation results to decide on what designs should be sampled in the next iteration and on the current estimate of the optimal system design.

The algorithm routine of PFTBD is given as follows [6]: Sample a set of N b birth particles from the proposal density X k b i ∼ q b X k | E k = e, E k - 1 = e ¯, z k and calculate the unnormalized weights of birth particles from the likelihood ratio: w ˜ k b i = l z k | X k b i, E k b i = e p X k b i | E k b i = e, E k - 1 b i = e ¯ N b q X k b i | E k b i = e, E k - 1 b i = e ¯, z k, (20).