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The amount of calculation in the proposed method is proportional to the number of nodes.
The effort of the method is proportional to the number of discrete points.
The computation time of the proposed method is proportional to the number of wind farms, which noticeably facilitates computation.
However, the computational time of this combination method is proportional to the number of compensation parameter sets.
Because of the symmetric and positive semidefinite property, the dominant eigenvalue and eigenvector of Σ n are guaranteed to be found, moreover, the convergence speed of the power method is proportional to the gap between the dominant and the second eigenvalue [31], this gap typically is very large, as can be seen for example in Figure 5c, which makes the algorithm converge very fast.
Another drawback of PSBS is that the size of the matrix used in this method is proportional to 3M2 × 3N, so the values of M and N chosen for PSBS were much smaller than those selected for CS-FAM, as shown in Figure 8.
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It is found however, that the computational cost of each of the three methods is proportional to the accuracy of the microstress field as might be expected.
However, the performance of MVDR-type methods is proportional to the number of array sensors used, thus limiting their application.
In addition, the training time used for both the two methods is proportional to the training time by the original ELM and OP-ELM, respectively.
The memory requirements for full-matrix methods are proportional to the square of the number of parameters, which for macromolecular problems have been prohibitively large.
The time steps associated with moving mesh methods are proportional to the smallest mesh size in space and as a result they are very small at each time level.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com