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Table 2 The standard deviation and the average of the evaluation criteria for the algorithms The number of generations The number of evaluations The mean of evaluating time (second) Std.
The mean number of generations, the mean number of chromosomes being evaluated by user, and the mean evaluating time are considered as the evaluation criteria.
As it is shown in Fig. 8, the mean evaluating time in the proposed method is much lower than that of multi-stage interactive genetic algorithm.
Thus, the mean evaluating time of the multi-stage interactive genetic algorithm is lower than that of the simple genetic algorithm.
When evaluating time constraints, restrictions related to a 16 MHz processor, operating on a system with sample rate equal to 48 KHz, were considered.
The results are indicative of a considerable reduction of the number of algorithm generations, the number of chromosomes being evaluated by user, and the evaluating time in comparison with the two aforementioned methods.
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