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The goal of this study is to find the best vector of control variables, so that the power loss decreasing can be realized.
Second, based on vector representation of blocks, it further trains a deep neural network to learn the best vector assignment for each block.
The best vector found during the evolution iterations is polished again via a few more iterations of NEWUOA and presented as the result.
In the inner loop, the K th step of the RMGS algorithm is made, yielding the index of the best vector belonging to the orthogonalized codebook.
The best vector was generated by the SOM algorithm and was interpreted as a hydrophobicity scale based partly on the tendency of the amino acids to be hidden in proteins.
This algorithm produces a set of locally optimal indices, since at each step, the best vector is added to the existing subspace (but obviously, it is not globally optimal due to its greedy process).
Similar(47)
Therefore, the directed perturbations in the proposed mutation resemble the concept of gradient as the difference vectors are directed from the worst vectors to the best vectors [43].
Thus, the premature convergence at local optima can be almost avoided by following the same direction of the top best vectors which preserves the exploration capability.
Thus, it is considerably used to explore the landscape of the objective function being optimized in different sub-regions around the best vectors within search space through optimization process.
The aim of encoder ϕ is to find the index of the best matching vector in codebook for input vector x according to a given distortion criterion.
Motion compensation errors of motion vectors in uniform areas are usually close to the motion compensation error of the best motion vector in the neighbourhood.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com