Research Article
Teaching-Learning-Based Optimization with Learning Enthusiasm Mechanism and Its Application in Chemical Engineering
Table 10
Simulation results on the six-plate gas absorption tower problem.
| Algorithm | Best | Mean | Worst | SD | +/=/− | Rank |
| RCBBOG | 0.11244 | 0.11247 | 0.11251 | | + | 6 | IHS | 0.11244 | 0.11246 | 0.11248 | | + | 5 | CMAES | 0.11332 | 0.11401 | 0.11455 | | + | 12 | CLPSO | 0.11321 | 0.11390 | 0.11420 | | + | 11 | JADE | 0.11243 | 0.11243 | 0.11243 | 1.75E − 08 | − | 1 |
| TLBO | 0.11244 | 0.11248 | 0.11253 | | + | 8 | mTLBO | 0.11243 | 0.11243 | 0.11244 | 2.29E − 06 | − | 1 | DLTLBO | 0.11246 | 0.11251 | 0.11265 | | + | 9 | NIWTLBO | 0.11257 | 0.11280 | 0.11333 | | + | 10 | LETLBO | 0.11243 | 0.11244 | 0.11246 | | = | 3 | GOTLBO | 0.11244 | 0.11247 | 0.11254 | | + | 6 | LebTLBO | 0.11243 | 0.11244 | 0.11245 | | / | 3 |
|
|
The best and the second best results are highlighted with boldface and italic, respectively.
|