An Investigation of the Hybridization of DE and BFGS Algorithms
Table 4: The experimental results for problems with 20 variables
Algorithm | DE | DE_BFGS 1 | DE_BFGS 2 | DE_BFGS 3 | ||||
Function | Error | Error | Error | Error | ||||
Ackley | 4.1E-9 | 6.3E-9 | 3.1E-12 | 3.7-12 | 1.8E+1 | 5.6E+1 | 4.9E-3 | 6.3E-3 |
Griewank | 6.6E-2 | 1.3E+1 | 3.7E-2 | 1.3E+1 | 1.1E-2 | 6.6E+0 | 1.0E-13 | 2.8E-7 |
Rastrigin | 2.3E+1 | 3.2E+1 | 8.4E+0 | 2.8E+0 | 1.10E+2 | 1.0E+1 | 4.2E+1 | 6.5E+0 |
Rosenbrock | 1.9E-4 | 1.0E-3 | 5.5E-3 | 3.9E-2 | 1.2E+6 | 1.9E+1 | 3.4E+5 | 1.4E+1 |