An Improved Adaptive Human Learning Optimization Algorithm with Reasoning Learning

Table 1

Factor levels in AHLORL.

Parameters	Factor level
	1	2	3	4	5	6	7	8	9
psmin	0.82	0.83	0.84	0.85	0.86	0.87	0.88	0.89	0.90
psmax	0.92	0.93	0.94	0.95	0.96	0.97	0.98	0.99	1.00
Tp	0.4	0.5	0.6	0.65	0.7	0.75	0.8	0.9	1.0
k	1/5	1/3	1/2	2/3	1	1.5	2.0	3.0	5.0