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A few methods, which divide the network into subsystems by redefining internal and external metabolites [ 22] or improve the algorithm deriving EMs from a stoichiometric matrix[ 23], have been proposed to reduce calculation complexity, but they have not fully established yet.
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In order to decrease the number of spanning trees and reduce calculation complexity, adjacent branches located on a loop whose crossing point have a degree of 2 are incorporated into one edge, and branches not located on any loop can be removed from the graph of distribution network.
So, using a portion of pixels for correlation matrix R or covariance matrix ∑ calculation is a commendable method to reduce computation complexity.
The proposed coordinated, distributed algorithm features reduced dimensionality reducing calculation complexity and as such can be applied to on-line optimization, even in the case of low powered distributed controllers.
To reduce calculation time due to the complexity of the track model, involving a large number of elements and degrees-of-freedom, a complex-valued modal superposition with a truncated mode set is applied before the impulse response functions are calculated at various positions along the crossing panel.
This limit was introduced mainly to reduce calculation time.
Partial received codes and the relevant column in parity-check matrix can be punctured to reduce the calculation complexity by adaptive parity-check matrix during decoding process.
The L-estimate and standard distribution approaches could be combined in some future work to reduce the calculation complexity.
A fully pipelined hardware accelerator for the High Efficiency Video Coding (HEVC) intra prediction is presented in this paper in order to reduce the computation complexity coming with this module and to accelerate the concerned calculations.
To further reduce the calculation complexity, the 3 × 3 filter of the domain S ' was replaced by a separable filter that is composed of two 1D filters of the sizes 3 × 1 and 1 × 3; by using this separable filter, the computational complexity of the proposed BF becomes O(n), instead of the O(n 2) of the original BF [34].
For those clusters containing more than 10 mouse or zebrafish Inparalogs, to reduce the complexity of calculation, besides mouse duplicate pair, 10 mouse or zebrafish Inparalogs were randomly selected for further alignment.
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