An Improved Adaptive Human Learning Optimization Algorithm with Reasoning Learning

Table 11

The summary results of the t-test and W-test on the 10-dimensional benchmark functions.

Metric	AHLORL	HLORL	IAHLO	SCHLO	SFPSO	BGWO	BAAA	IBDE
t-test	1	9	12	13	15	15	15	15
	0	6	3	2	0	0	0	0
	−1	0	0	0	0	0	0	0
W-test	1	10	13	14	14	14	15	14
	0	5	2	1	1	1	0	1
	−1	0	0	0	0	0	0	0