An Improved Adaptive Human Learning Optimization Algorithm with Reasoning Learning

Table 13

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

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