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A key point is that the non-intrusive nature of such an approach facilitates the use of High Performance Computing (HPC) to alleviate the computational burden of the problem.
To partially alleviate the computational burden, deGPS provides efficient parallel computation in multi-core processors to speed up permutation tests.
To deal with this, parallel computing approaches have been developed to alleviate the computational burden associated with large dataset [18].
Moreover, it can alleviate the computational complexity.
Approximation methods are widely used to alleviate the computational burden of engineering analyses.
Adaptive time-stepping schemes and under-relaxation formulas further alleviate the computational burden.
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The second algorithm alleviates the computational effort based on heuristics.
That alleviates the computational complexity of those cases for which time-variant architectures have been usually proposed.
This paper presents an adaptive mode decision and CU partition early termination algorithm for alleviating the computational complexity of the HEVC intra-encoder.
Metamodelling is an increasingly more popular approach for alleviating the computational burden associated with computationally intensive optimization/management problems in environmental and water resources systems.
In addition, we propose the use of the powerful variance-based global sensitivity analysis (GSA) in parameter selection to exclude non-influential parameters from calibration parameters, which yields a reduced-order model and thus further alleviates the computational burden.
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