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Another key contribution of this paper is presentation of the complicated dependency between fitness function evaluation number (FFE) and real computation load, which are used to evaluate effectiveness of the proposed technique.
In this table, A is greatly preferred, and so the evaluation number is increased.
The former are defined as the percentage of runs performing better than the prescribed tolerance, whereas the latter describes the mean function evaluation number required by the successful runs divided by SR.
Its performance can be particularly appreciated in large-size optimization problems as evidenced by results on Balerma network, where a new minimum cost has been set and the evaluation number to reach the former minimum has been decreased by about 35 times.
The INSERM ethical committee (IRB000003888) approved the project (evaluation number 13-105-1 13-105-1 13-105-1
PDC was calculated as: PDC = total days of drug availability (days' supply) in the period of evaluation ÷ (number of days in the period of evaluation – number of days hospitalized during the period of evaluation) When calculating the PDC, drug availability was assessed for each day of the study period.
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For SZOA, Ns=⌊10lg(MFEN/D)/D⌋ and lmin=10−6, where MFEN represents the maximum function evaluation numbers.
Moreover, it demonstrates computationally that the new method is more effective than the method presented in [18] in the sense that the new method needs fewer iteration and less evaluation numbers of F, which clearly illustrates its efficiency.
The Lamarckian GA parameters used in the analysis consist of 30 independent runs, population size of 150, a maximum number of 25,000,000 energy evaluations, number of generation 27,000, mutation rate of 0.02, and a crossover rate of 0.8.
A total of 312 isolates were included in this evaluation; the number from each EIP site and the number for each included genus are shown in Table 2.
The following formula was used to calculate PDC PDCC = Total days of drug availability days ' supply in the period of evaluation ÷ Number of days in the period of evaluation ‒ Number of days hospitalized during the period of evaluation.
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