From: Improved Differential Evolution with Shrinking Space Technique for Constrained Optimization
Function | Best solution f best | Mean solution μ f | Worst solution f worst | Standard deviation σ f | ||||
---|---|---|---|---|---|---|---|---|
ATMDE | AATM | ATMDE | AATM | ATMDE | AATM | ATMDE | AATM | |
g01 | −15.000 | −15.000 | −15.000 | −15.000 | −15.000 | −15.000 | 0 | 3.1 × 10−7 |
g02 | −0.803 617 | −0.803 38 | −0.803 617 | −0.791 21 | −0.803 61 | −0.767 | 1.2 × 10−6 | 8.6 × 10−3 |
g03 | −1.005 00 | −1.00 | −1.005 00 | −1.00 | −1.005 00 | −1.00 | 2.1 × 10−9 | 3.5 × 10−4 |
g04 | −30 665.539 | −30 665.5 | −30 665.539 | −30 665.5 | −30 665.5 | −30 665.5 | 1.1 × 10−11 | 1.0 × 10−4 |
g05 | 5 126.496 7 | 5 126.498 | 5 126.496 71 | 5 126.714 | 5 126.496 7 | 5 128.824 | 1.0 × 10−12 | 4.3 × 10−1 |
g06 | −6 961.814 | −6 961.81 | −6 961.814 | −6 961.81 | −6 961.81 | −6 961.81 | 1.6 × 10−12 | 7.1 × 10−12 |
g07 | 24.306 209 | 24.307 | 24.306 209 | 24.317 | 24.306 209 | 24.356 | 2.2 × 10−8 | 1.3 × 10−2 |
g08 | −0.095 825 | −0.095 82 | −0.095 825 | −0.095 82 | −0.095 82 | −0.095 82 | 2.6 × 10−17 | 5.8 × 10− 18 |
g09 | 680.630 | 680.630 | 680.630 05 | 680.639 4 | 680.630 05 | 680.646 | 4.6 × 10-13 | 4.5 × 10−3 |
g10 | 7 049.248 | 7 049.603 | 7 049.2480 2 | 7 077.477 | 7 049.248 | 7 183.295 | 8.7 × 10−7 | 3.1 × 101 |
g11 | 0.74990 | 0.75 | 0.7499 | 0.75 | 0.7499 | 0.75 | 1.0 × 10−7 | 3.8 × 10−6 |
g12 | −1.000 | −1.000 | −1.000 | −1.000 | −1.000 | −1.000 | 0 | 0 |
g14 | −47.764 888 | −47.762 | −47.764 888 | −47.750 | −47.764 8 | −47.712 | 1.9 × 10−10 | 1.0 × 10−2 |
g15 | 961.715 | 961.715 | 961.715 | 961.715 | 961.715 02 | 961.716 | 6.9 × 10−13 | 3.0 × 10−4 |
g16 | −1.905 155 | −1.905 15 | −1.905 155 | −1.905 15 | −1.905 15 | −1.905 15 | 6.8 × 10−16 | 2.4 × 10−14 |
g18 | −0.866 025 | −0.866 02 | −0.866 025 | −0.865 95 | −0.866 02 | −0.864 84 | 7.5 × 10−10 | 2.1 × 10−4 |
g19 | 32.655 63 | 32.725 | 32.655 86 | 32.952 | 32.657 25 | 33.243 | 3.8 × 10−4 | 1.4 × 10−1 |
g24 | −5.508 01 | −5.508 01 | −5.508 01 | −5.508 01 | −5.508 01 | −5.508 01 | 3.7 × 10−15 | 1.8 × 10−15 |
w/t/l | 8/10/0 | 11/7/0 | 11/7/0 | 15/1/2 |