Research Article
A Modified Bat Algorithm for Solving Large-Scale Bound Constrained Global Optimization Problems
Table 3
Experimental results provided by the modified Bat algorithm for IEEE-CEC’2005 benchmark functions [
51].
| Function | | Minimum | Maximum | Mean | St. dev. | Time/run (s) |
| F12 | 0 | | | | | 6.177942 | 10 | | | | | 6.406563 | 20 | | | | | 6.766525 | 30 | | | | | 6.303731 | 40 | | | | | 6.595028 |
| F13 | 0 | | | | | 2.252407 | 10 | | | | | 2.340792 | 20 | | | | | 2.129807 | 30 | | | | | 2.269008 | 40 | | | | | 2.096401 |
| F14 | 0 | | | | | 3.153805 | 10 | | | | | 3.270247 | 20 | | | | | 3.028066 | 30 | | | | | 3.155276 | 40 | | | | | 3.052878 |
| F15 | 0 | | | | | 32.680917 | 10 | | | | | 32.504363 | 20 | | | | | 32.136422 | 30 | | | | | 32.454858 | 40 | | | | | 32.090621 |
| F16 | 0 | | | | | 32.183581 | 10 | | | | | 32.404209 | 20 | | | | | 32.505249 | 30 | | | | | 31.637511 | 40 | | | | | 33.545575 |
| F17 | 0 | | | | | 32.941267 | 10 | | | | | 31.970876 | 20 | | | | | 33.131067 | 30 | | | | | 31.884657 | 40 | | | | | 32.002564 |
| F18 | 0 | | | | | 32.280959 | 10 | | | | | 32.473126 | 20 | | | | | 32.098703 | 30 | | | | | 32.495687 | 40 | | | | | 32.245067 |
| F19 | 0 | | | | | 32.249585 | 10 | | | | | 32.526338 | 20 | | | | | 32.308435 | 30 | | | | | 32.933979 | 40 | | | | | 32.254910 |
|
|