The initial population in the proposed approach is generated by random strings of real numbers in the interval range of [0, 1] having the same length, where length represents the chromosome size.
In our approach, cavitation was generated by the repetitive pressure waves induced by high-power laser pulses.
Moreover, the chaoticity, either through turbulence in the fractal hydrodynamic approach, either through stochasticization in the Schrödinger-type approach, is generated only by the non-differentiability of the movement trajectories in a fractal space.
The model-based approach [46] assumes the network was generated by a probabilistic function.
In the Nonpher approach, the ( S_{train}^ ) data set was generated by molecular morphing [23] as described in the previous section.
First, a 46.6 kb scaffold was generated by this approach consisting of 37 genes, 25 of which had no predicted orthologs in the nine reference genomes, as determined by OrthoMCL (Table 3).
The mutant construct Luc-ADCY5-mut, mutation of the miR-17-5p binding site, was generated by PCR approach with primers musADCY5-SacI and musADCY5-MluI-mut (5′-CCACGCGTCAGAAGTTGCTTCTGAGTGTTAGTG-3′).
Each time a new structure made of C α atoms was generated by the approach described above, the coordinates of other atoms, which were necessary for updating the network formation, were determined by rigid-body treatment and a least-square fitting procedure (32) as follows.
Figure 5 was generated by this particular approach.
As a proof-of-concept approach to combining probabilities, the TFAC predictor was generated by taking the mean of the mean-centered probability values generated by the four individual chemotherapy sensitivity signatures.
