Sentence examples for repeated computations from inspiring English sources

A repeated computations in the optimization process, requires a large amount of computing time and resources.

It takes a total of 8,192 (8 × 8 × 8 × 16) searches, a tremendous computational load, to conduct a full search, i.e., repeated computations and comparisons in (2), for the identification of the optimal codevector.

We note that the optimization design process requires multiple design loops involving similar or even repeated computations at the microscopic scale, which potentially suits the surrogate learning process.

Finally, the frequency-dependent terms are separated from the load vector to avoid repeated computations for different frequencies associated with the pseudo-excitations.

[24] proposed a fast element-wise ALS learning algorithm which optimizes each coordinate of the latent vector with the other fixed ones and speeds up learning by avoiding the massive repeated computations introduced by the weighted missing data.

Since 2014, some reduced-order FE extrapolating methods based on the POD method for partial differential equations have been established successively by Luo's team (see, e.g., [24 26]) in order to avert the valueless repeated computations.

With this CDAC method, the on-the-fly DRGEP process as well as the chemistry integration only needs to be conducted at the cluster level, dramatically reducing the unnecessary repeated computation for similar computational cells.

This new method, called the reduced basis finite element heterogeneous multiscale method (RB-FE-HMM) is significantly more efficient than the FE-HMM for high order macroscopic discretizations and for three-dimensional problems, when the repeated computation of micro problems over the whole computational domain is expensive.

Such structures have been manufactured in practice above submicron scale so that the atomistic simulations are not tractable to evaluate their performance because the repeated computation of micro/submicro-scale in atomistic simulations requires too much computational time and resources.

The computation is performed at two repeated computation stages.

Numerical integrations in celestial mechanics often involve the repeated computation of a rotation with a constant angle.