An Improved Adaptive Human Learning Optimization Algorithm with Reasoning Learning

Table 7

Summary of the t-test and W-test results on the 10-dimensional CEC 15 functions.

Metric	AHLORL	AHLORL2	AHLORL3	AHLORL4	AHLORL5
t-Test	1	13	3	4	6
	0	2	12	11	9
	−1	0	0	0	0
W-test	1	14	3	5	7
	0	1	12	10	8
	−1	0	0	0	0