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Another way to look at it is as the total computations that could possibly have been done by any sort of computer in the history of the universe.
The processing times of the 1D log-Gabor filter, BSIF, and DoG descriptors are 10, 20, and 70 ms, respectively, while the MSW processing times is 330 ms. Therefore, the total computations time of the proposed method is less than half a second which implies its suitability for real time applications.
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The total computation time on a modern desktop computer is approximately 6500 s.
Open image in new window Fig. 5 Transformer loading profiles with proposed and optimal V2G algorithms for 10% PEV penetration rate Table 3 Comparison of average computing times of algorithms No. of PEVs Total computation time (s) Optimal Proposed 20 14953.51.20 791 0.91 80 4953 1.20 Open image in new window Fig. 6 Transformer loading profiles with V2G algorithm for 10% PEV penetration rate.
As there are m ′ q such terms to compute with respect to y i, their total computation time is O m q.
O | Σ | j q j vectors y α, k need to be computed, each vector is computed in O j q j time, and their total computation time is therefore O | Σ | j 2 q j 2. In addition, O (| Σ| j) entries in tables T′ α are computed in O (q j ) time each, and O (| Σ| j) entries in tables T α and T ε are computed in O time each.
The computational time step was set to 0.3 s, with a total computation time of tsunami propagation of 6 h.
Therefore, the total computation time until O(N) nodes are removed is evaluated as O N2 logN).
The total computation time with any of the other three community detection algorithms is governed by that of the community detection algorithm.
Total computation time for each damage prediction was less than 30 min.
Typical applications require solving hundreds or thousands of tridiagonal systems, which takes a majority part of total computation time.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com