Journal of Control Science and Engineering / 2019 / Article / Tab 2

Research Article

An Improved Convergence Particle Swarm Optimization Algorithm with Random Sampling of Control Parameters

Table 2

Comparison of the optimization results on benchmark functions (30D).

functionalgorithmPSODCW-PSOLDC-PSODPSOSS-PSOSC-PSO

f1Mean7.59E+039.11E-108.29E-124.63E-063.06E-674.13E-125
Std9.98E+034.07E-092.96E-111.40E-051.23E-661.60E-124
Rank643521

f2Mean1.05E+032.68E+013.31E+013.81E+012.98E+012.61E+01
Std8.56E+021.82E+012.28E+012.39E+011.70E+016.17E+00
Rank624531

f3Mean6.83E+012.54E-019.97E-023.16E-021.03E-021.04E-02
Std8.03E+014.25E-011.26E-013.35E-021.44E-023.70E-02
Rank654321

f4Mean1.54E+017.56E+004.57E+002.35E+004.87E-142.15E-14
Std2.71E+002.38E+001.21E+003.00E+001.01E-147.24E-15
Rank654321

f5Mean5.40E+034.85E+034.77E+033.40E+033.82E-043.82E-04
Std6.16E+028.06E+028.83E+027.63E+027.05E-122.25E-12
Rank654311

f6Mean2.36E+011.47E+016.38E+006.03E+003.20E-147.82E-15
Std5.74E+001.78E+001.97E+003.84E+002.49E-146.06E-15
Rank654321

f7Mean1.29E+029.26E+018.04E+012.91E+010.00E+000.00E+00
Std4.19E+012.13E+013.13E+011.74E+010.00E+000.00E+00
Rank645311

f8Mean4.10E+006.13E-607.21E-241.35E-084.19E-1395.76E-253
Std6.46E+002.15E-593.21E-235.58E-081.87E-1380.00E+00
Rank634521

f9Mean3.19E+012.05E+007.55E-036.22E+011.22E-341.22E-64
Std1.73E+011.71E+001.42E-022.35E+012.05E-349.86E-65
Rank643521

f10Mean8.58E+001.02E+019.31E+001.03E+013.13E+001.49E+00
Std1.39E+007.68E-019.44E-016.89E-018.29E-018.05E-01
Rank354621

Average Rank5.74.23.94.11.91
Total rank653421

We are committed to sharing findings related to COVID-19 as quickly and safely as possible. Any author submitting a COVID-19 paper should notify us at help@hindawi.com to ensure their research is fast-tracked and made available on a preprint server as soon as possible. We will be providing unlimited waivers of publication charges for accepted articles related to COVID-19. Sign up here as a reviewer to help fast-track new submissions.