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Then, we also have to arrange different operations of the algorithm for the Map and Reduce modules, so that the framework can distribute the computation accordingly.
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Accordingly, computation of the largest Lyapunov exponents yields important information about the kind of orbits present in the system.
If 'not required as a part of my treatment' had been marked in an item, it was not used, and the scale score computation was adapted accordingly (by reducing the theoretical maximum score by three points).
However, computation time will increase accordingly.
Accordingly, the computation complexity will increase unnecessarily as the same point is researched again and again.
Accordingly, the computation of model parameters in the Wyden and Widmann method was repeated by including a different number of data points in the fitting procedure in order to account for this observation.
It could be optimized by employing less wave atom coefficients to represent one bit, but the complexity computation may be increased accordingly or may weaken the algorithm's robustness.
In this way, the number of subsets that need to be tested is reduced from 2L-1 to L(L+1)/2 and the computation cost is reduced accordingly.
However, the EM algorithm seemed to reach the same maximum for all alternative starting values, and accordingly, the computation time of the nlm routine did not change.
The average computation time is also increased accordingly.
Accordingly: (a) the computation time increases significantly with the size of the space, and (b) an exact algorithm can consume a lot of memory, also leading to a high computation time.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com