The feature selection can be in principle wrapped around any learning method, but it is beneficial if the method can be efficiently trained or if the already learned model can be efficiently updated.
The design variables on both the macro- and micro-scales are efficiently updated by the well-established optimality criteria methods.
It is shown that the algorithm can be efficiently used to update the SEA models with a high number of unknown parameters.
Attractors can be efficiently loaded, deleted, and updated on-line, something that has previously been only a property of symbolic computer-memory models.
To assist researchers and breeders in using the B. oleracea genomic information efficiently, Bolbase will be regularly updated with new genome annotations and the results of comparisons with newly-sequenced genomes as they become available.
From the above, the objective function can be efficiently optimized by iterating the update rules (16)–(22).
Due to their resource limitations, mobile devices are extremely dependent on anti-virus solutions that are frequently and efficiently updated.
In this paper, the GAC-based deblurring problem is solved in the alternative minimization framework, where the updating of pose weight matrix with both sparsity and group sparsity regularizers can be solved, and the updating of latent clear image can be efficiently solved by GAPG algorithm.
Compared with [36], the basis convolution kernels and the weighted maps can be efficiently constructed based on the camera motion trajectory, and thus is easy to update.
Clearly, (11) can be efficiently solved using a similar bisection search, where each step involves checking a convex feasibility problem with an updated λ: begin{array}{*{20}l} text{Find}&~~boldsymbol{W} text{s.
