Teaching-Learning-Based Optimization with Learning Enthusiasm Mechanism and Its Application in Chemical Engineering

Table 8

Simulation results on the multimodal CSTR problem.

Algorithm	Best	Mean	Worst	SD	+/=/−	Rank
RCBBOG	0.13346	0.13550	0.14314		+	6
IHS	0.13320	0.13469	0.13982		+	5
CMAES	0.13837	0.14810	0.16288		+	10
CLPSO	0.14920	0.16569	0.17957		+	11
JADE	0.13310	0.13310	0.13311	8.27E − 07	−	1
TLBO	0.13311	0.13700	0.24445		+	8
mTLBO	0.13310	0.14052	0.24445		+	9
DLTLBO	0.13311	0.13321	0.13420		+	3
NIWTLBO	0.13383	0.23744	0.24515		+	12
LETLBO	0.13310	0.13682	0.24445		+	7
GOTLBO	0.13311	0.13392	0.15669		+	4
LebTLBO	0.13311	0.13312	0.13319	1.65E − 05	/	2

The best and the second best results are highlighted with boldface and italic, respectively.