Thank you very much for your suggestion about non-parametric statistics. In this article, I use 8 algorithms to count the number of 14 test functions that reach the optimal value, and then perform probability statistics. I personally think it is also a kind of non-parametric statistics. In order to further strengthen the non-parametric statistics, I used the Wilcoxon symbol test to calculate the p-values of the performance of several algorithms in the actual calculation example, and verified that the method proposed in this paper is the best.
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