Research Article
A Transition Control Mechanism for Artificial Bee Colony (ABC) Algorithm
Table 5
Results of the ABC algorithms on 10-dimensional functions for
evaluations.
| | Function | ABC | tlABC | tlABC | tlABC | tlABC |
| | Mean | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | | Std. dev. | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 |
| | Mean | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | | Std. dev. | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 |
| | Mean | −4.199780e + 03 | −4.199780e + 03 | −4.199780e + 03 | −4.199780e + 03 | −4.199780e + 03 | | Std. dev. | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 |
| | Mean | 1.287064e − 01 | 9.590407e − 02 | 7.091962e − 02 | 9.820524e − 02 | 9.099454e − 02 | | Std. dev. | 2.304770e − 01 | 1.964542e − 01 | 1.551120e − 01 | 1.479201e − 01 | 1.205863e − 01 |
| | Mean | 2.189910e − 31 | 2.255649e − 31 | 2.461081e − 31 | 2.354256e − 31 | 2.194019e − 31 | | Std. dev. | 4.596968e − 32 | 4.703618e − 32 | 5.507420e − 32 | 5.458371e − 32 | 4.684085e − 32 |
| | Mean | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | | Std. dev. | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 |
| | Mean | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | | Std. dev. | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 | 0.000000e + 00 |
| | Mean | 2.190840e − 15 | 1.953992e − 15 | 1.480297e − 15 | 1.835569e − 15 | 1.361874e − 15 | | Std. dev. | 1.741300e − 15 | 1.655890e − 15 | 1.346653e − 15 | 1.597927e − 15 | 1.228336e − 15 |
| | Mean | 4.711634e − 32 | 4.711634e − 32 | 4.711634e − 32 | 4.711634e − 32 | 4.711634e − 32 | | Std. dev. | 1.113480e − 47 | 1.113480e − 47 | 1.113480e − 47 | 1.113480e − 47 | 1.113480e − 47 |
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