Research Article
An Improved Fruit Fly Optimization Algorithm Inspired from Cell Communication Mechanism
Table 2
Results for 5D functions.
| Function | C | Range | Comparison | FOA | CFOA | PSO |
| | MN | [−600, 600] | Best | 4.35e − 004 | 0 | 0.0049 | Worst | 5.83e − 004 | 0 | 0.0190 | Average | 4.99e − 004 | 0 | 0.0119 | Std.Dev | 5.07e − 005 | 0 | 0.0074 |
| | UN | [−600, 600] | Best | 3.9574 | 4.35e − 005 | 0.4423 | Worst | 5.3111 | 0.5691 | 4.6508 | Average | 4.3386 | 0.1271 | 1.9483 | Std.Dev | 0.5844 | 0.1972 | 1.5192 |
| | US | [−600, 600] | Best | 4.24e − 004 | 0 | 6.49e − 007 | Worst | 5.34e − 004 | 2.57e − 142 | 1.76e − 004 | Average | 4.71e − 004 | 2.57e − 143 | 7.41e − 005 | Std.Dev | 3.15e − 005 | 8.12e − 143 | 5.93e − 005 |
| | MN | [−600, 600] | Best | 9.61e − 005 | 0 | 5.12e − 007 | Worst | 0.0141 | 2.6024e − 013 | 2.61e − 004 | Average | 0.0015 | 2.6024e − 014 | 3.98e − 005 | Std.Dev | 0.0044 | 8.2294e − 014 | 7.93e − 005 |
| | MS | [−600, 600] | Best | 0.0873 | 0 | 1.0681 | Worst | 19.748 | 0 | 3.9807 | Average | 4.5809 | 0 | 2.7500 | Std.Dev | 7.4937 | 0 | 0.8968 |
| | MN | [−600, 600] | Best | 0.0413 | 1.09e − 010 | 0.0071 | Worst | 1.2502 | 0.0047 | 0.1863 | Average | 0.1642 | 5.28e − 004 | 0.0342 | Std.Dev | 0.3816 | 0.0015 | 0.0539 |
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