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Analyzing the HsM1 dataset, we first identified the genes that were induced by LPS alone or by PIC alone, or by both treatments, and subjected these three gene sets to computational promoter analysis.
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Also, because of computational burden of defuzzification and type reduction for general type-2 FLS, we employ the IT2 sets to decrease computational demands.
The stopping criterion used when testing all instances with the metaheuristics is set to a computational time limit fixed to n × m × 0.5 s.
Having obtained the initial solution, the remaining subset of the data can be trained batch-by-batch without keeping the previously trained set to minimize computational time and complexity.
In additional to the optimal design parameters is set to improve computational efficiency, the Levenberg Marquardat (L M) algorithm with trust-region strategy is applied to solve for the new machine settings with modification variations.
This approach was performed for the dairy data set only due to computational restrictions.
In the case of both organisms the sequence sets are redundant due to computational algorithms predicting the same (or essentially same) sequences or the same sequences appearing more than once as experimentally derived sequences in the NCBI database.
If the substeps is set to 4C, the computational result depends on the one in 4 substeps before, and we can perform parallel execution by overlapping computation and communication for 4 substeps.
Ganga has been developed to solve a problem increasingly common in scientific projects, which is that researchers must regularly switch between different processing systems, each with its own command set, to complete their computational tasks.
Having constructed elementary logic gates using deoxyribozymes, we set to arrange simple computational systems to take advantage of them.
Also, the maximum value that ligand concentrations and interaction coefficients can attain is set to one for computational ease.
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