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The aforementioned pilot scheduling scheme based on the degradation improves the system performance without increasing computational burden.
This is an irregular Combinatorial Optimization problem with an increasing computational burden in the dimension and the stopping criterion.
This approach is computationally efficient, since it allows for the adjustment of multiple covariates without significantly increasing computational burden.
Besides the increasing computational burden of the permutation-based LRT, another disadvantage is that the LRT may be numerically unstable to fit the alternative model when the sample size is limited and the number of the random effects is large.
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Moreover, it increases computational burden.
This might unnecessarily increase computational burden.
Additionally, MLAA algorithm substantially increases computational burden leading to long processing times, which makes it currently impractical for clinical application.
Note that the number of capacity levels increases significantly with the addition of the WTGs involved in the microgrid, which will also increase computational burden.
Because the linear KF is a computationally light algorithm compared to a PF, running it together with a PF does not significantly increase computational burden.
This can be attributed to the slightly increased computational burden of submitting the jobs remotely and transferring inputs and outputs to the main site.
Indeed, the computational complexity of this algorithm is of order q, with q = m + l + l ', and thus, it involves a further complication in implementation and an increased computational burden as q grows.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com