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Xu, Zhang, and Fan improved the execution time of the traditional WM algorithm by implementing a parallel version (G-WM) on GPU [9].
Because particle filter is a high-complexity algorithm, we utilize computing power of embedded systems by implementing a parallel version of the algorithm.
Another notable approach of tracking a sparse signal in an underdetermined measurement scenario is viewing sparsity as a pseudo-measurement and implementing a parallel state and covariance update scheme for this extra measurement [18].
In addition, other types of metaheuristics were developed in this last few years, such as (Yazdani et al. 2010) implementing a parallel variable neighborhood search (PVNS) algorithm to solve the FJSP using various neighborhood structures.
BEAGLE and fastPHASE can use only one processor, whereas findhap can utilize a maximum of seven processors simultaneously by implementing a parallel computing algorithm.
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For this, we have implemented a parallel implementation of our ABM scheduler, as described in (Boulaire et al. 2013b), however, this is not the subject of this paper.
We have also implemented a parallel multi-threaded CPU implementation of MaxSSmap with the OpenMP library [ 26] (OpenMP available from http://www.openmp.org).
This way, the software implements a parallel operation mode.
To reduce computational complexity, we implement a parallel Hough transform [18] in this unit.
We have implemented a parallel image segmentation algorithm using our model as the foundation.
We implemented a parallel version of this heuristic and report computational experiments on large-scale instances.
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