From: Improved Differential Evolution with Shrinking Space Technique for Constrained Optimization
Function | Method | Best solution f best | Median solution f median | Mean solution μ f | Worst solution f worst | Standard deviation σ f |
---|---|---|---|---|---|---|
g01 | ATMDE | −15.000 | −15.000 | −15.000 | −15.0000 | 0 |
ATMDE1 | −14.999 9 | −14.999 9 | −14.999 9 | −14.999 9 | 8.98 × 10−7 | |
g02 | ATMDE | −0.803 617 | −0.803 617 | −0.803 617 | −0.803 610 | 1.24 × 10−6 |
ATMDE1 | −0.802 125 | −0.802 125 | −0.802 124 | −0.802 092 | 6.14 × 10−6 | |
g03 | ATMDE | −1.005 00 | −1.005 00 | −1.005 00 | −1.005 00 | 2.08 × 10−9 |
ATMDE1 | −1.005 00 | −1.005 00 | −0.985 8 | −0.798 4 | 4.93 × 10−2 | |
g04 | ATMDE | −30 665.53 | −30 665.53 | −30 665.53 | −30 665.5 | 1.11 × 10−11 |
ATMDE1 | −30 665.53 | −30 665.53 | −30 665.53 | −30 665.53 | 1.85 × 10−11 | |
g05 | ATMDE | 5126.496 71 | 5 126.496 71 | 5126.496 71 | 5 126.496 71 | 1.01 × 10−12 |
ATMDE1 | 5126.496 71 | 5 126.496 71 | 5126.496 71 | 5 126.496 71 | 2.95 × 10−9 | |
g06 | ATMDE | −6961.813 | −6961.813 | −6961.813 | −6961.81 | 1.85 × 10−12 |
ATMDE1 | −6961.813 | −6961.813 | −6961.813 | −6961.81 | 2.78 × 10−12 | |
g07 | ATMDE | 24.306 209 | 24.306 209 | 24.306 209 | 24.306 209 | 2.21 × 10−8 |
ATMDE1 | 24.3062 497 | 24.306 2497 | 24.306 253 | 24.306 364 | 2.09 × 10−5 | |
g08 | ATMDE | −0.095 825 | −0.095 825 | −0.095 825 | −0.095 825 | 2.56 × 10−17 |
ATMDE1 | −0.095 825 | −0.095 825 | −0.095 825 | −0.095 825 | 2.82 × 10−17 | |
g09 | ATMDE | 680.630 05 | 680.630 05 | 680.630 05 | 680.630 05 | 4.63 × 10−13 |
ATMDE1 | 680.630 05 | 680.630 05 | 680.630 05 | 680.630 05 | 4.85 × 10−13 | |
g10 | ATMDE | 7 049.248 02 | 7 049.248 02 | 7 049.248 02 | 7 049.248 02 | 8.70 × 10−7 |
ATMDE1 | 7 049.339 29 | 7 049.699 7 | 7 049.800 6 | 7 051.246 3 | 4.59 × 10−1 | |
g11 | ATMDE | 0.749 90 | 0.749 90 | 0.749 90 | 0.749 90 | 1.01 × 10−7 |
ATMDE1 | 0.749 90 | 0.749 90 | 0.749 90 | 0.749 90 | 1.12 × 10−16 | |
g12 | ATMDE | −1.000 00 | −1.000 00 | −1.000 00 | −1.000 00 | 0 |
ATMDE1 | −1.000 00 | −1.000 00 | −1.000 00 | −1.000 00 | 0 | |
g14 | ATMDE | −47.764 888 | −47.764 888 | −47.764 888 | −47.764 88 | 1.95 × 10−10 |
ATMDE1 | −47.764 888 | −47.764 888 | −47.764 888 | −47.764 88 | 1.67 × 10−8 | |
g15 | ATMDE | 961.715 022 | 961.715 022 | 961.715 022 | 961.715 022 | 6.94 × 10−13 |
ATMDE1 | 961.715 022 | 961.715 022 | 961.715 022 | 961.715 022 | 6.94E × 10−13 | |
g16 | ATMDE | −1.905 155 | −1.905 155 | −1.905 155 | −1.905 155 | 6.78 × 10−16 |
ATMDE1 | −1.905 102 | −1.905 102 | −1.905 102 | −1.905 102 | 6.78 × 10−16 | |
g18 | ATMDE | −0.866 025 | −0.866 025 | −0.866 025 | −0.866 025 | 7.45 × 10−10 |
ATMDE1 | −0.866 025 | −0.866 025 | −0.866 025 | −0.866 025 | 4.49 × 10−6 | |
g19 | ATMDE | 32.655 63 | 32.655 86 | 32.656 00 | 32.657 25 | 3.75 × 10−4 |
ATMDE1 | 32.676 38 | 32.702 88 | 32.704 75 | 32.774 96 | 2.16 × 10−2 | |
g24 | ATMDE | −5.508 013 | −5.508 013 | −5.508 013 | −5.508 013 | 3.74 × 10−15 |
ATMDE1 | −5.508 013 | −5.508 013 | −5.508 013 | −5.508 013 | 4.52 × 10−15 | |
w/t/l | 6/12/0 | 6/12/0 | 7/11/0 | 7/11/0 | 14/3/1 |