The average in MSE is calculated from multiple runs of the simulations.
Multiple runs of the five-fold method were conducted with different random orderings of the data.
Because these analyses involve multiple runs of a computer code, they can rapidly become computationally expensive.
Then GSA control parameters are tuned by carrying out multiple runs of algorithm for each control parameter variation.
The algorithm combines nonlinear optimization techniques with numerical eigenvalue sensitivities obtained from multiple runs of a load flow solver and partial eigensolutions.
Scrambled-QMC has been utilized to obtain the error bounds of the estimation, thanks to multiple runs of randomized sample sets.
Statistical evidence also shows that EAC is able to outperform a traditional method based on multiple runs of k-means over a range of k.
This type of computer-aided structure elucidation (CASE) approach suffers from the complex and time-consuming nature of NMR experiments, which usually involve multiple runs of different 2D NMR [16].
This strategy is applied to all the algorithms evaluated with successful results; multiple runs of each algorithm with the flexibility to vary key parameters have proven that non-constant parameters result in significant improvements in their performance.
In the following section, we describe an adaptive solution to the CADF problem using this iterative PTAS, and combine the solution with two heuristics for incorporating channel variations that might have occurred during multiple runs of the PTAS.
Multiple runs of the GMM algorithm were performed in order to optimize the model parameters, which were the number of Gaussian fitting distributions and their respective mean values, amplitudes, and standard deviations.
