## 5 Experimental Results and Analysis
### Experimental Results and Discussion on Algorithms Comparison
\begin{table}
\begin{tabular}{c c c c c c} \hline \hline  & **Best** & **Worst** & **Median** & **Average** & **StdDev** \\ \hline NSGAII & \(1.19\times 10^{12}\) & \(6.03\times 10^{11}\) & \(9.48\times 10^{11}\) & \(9.07\times 10^{11}\) & \(1.77\times 10^{11}\) \\ MOPSO & \(2.49\times 10^{10}\) & \(9.45\times 10^{9}\) & \(1.90\times 10^{10}\) & \(1.83\times 10^{10}\) & \(3.98\times 10^{9}\) \\ MOAO & \(2.95\times 10^{10}\) & \(1.06\times 10^{10}\) & \(1.84\times 10^{10}\) & \(1.87\times 10^{10}\) & \(5.92\times 10^{9}\) \\ MOHBA & \(3.33\times 10^{10}\) & \(1.22\times 10^{10}\) & \(1.98\times 10^{10}\) & \(1.96\times 10^{10}\) & \(5.54\times 10^{9}\) \\ MOWOA & \(2.78\times 10^{10}\) & \(1.04\times 10^{10}\) & \(1.74\times 10^{10}\) & \(1.80\times 10^{10}\) & \(4.47\times 10^{9}\) \\ MOGWO & \(2.05\times 10^{10}\) & \(6.33\times 10^{9}\) & \(1.49\times 10^{10}\) & \(1.46\times 10^{10}\) & \(4.12\times 10^{9}\) \\ MOFECO & \(7.62\times 10^{11}\) & \(5.30\times 10^{11}\) & \(6.15\times 10^{11}\) & \(6.21\times 10^{11}\) & \(6.68\times 10^{10}\) \\ LSMOFECO & \(1.49\times 10^{12}\) & \(5.19\times 10^{11}\) & \(1.04\times 10^{12}\) & \(9.92\times 10^{11}\) & \(2.78\times 10^{11}\) \\ MOFECO-MS & \(2.84\times 10^{12}\) & \(9.04\times 10^{11}\) & \(2.36\times 10^{12}\) & \(2.18\times 10^{12}\) & \(6.50\times 10^{11}\) \\ \hline \hline \end{tabular}
\end{table} 
Table 29: Statistical results of HV indicator of the eight comparison algorithms for \(ch150\_n1490\). Figure 12: Plots of the non-dominated solutions in the objective space of \(ch150\_n745\) obtained by nine algorithms in 15 independent runs (Pareto front obtained in each run are denoted by each color). \begin{table}
\begin{tabular}{c c c c c c} \hline \hline  & **Best** & **Worst** & **Median** & **Average** & **StdDev** \\ \hline NSGAII & \(3.22\times 10^{2}\) & \(4.22\times 10^{3}\) & \(1.16\times 10^{3}\) & \(1.44\times 10^{3}\) & \(9.39\times 10^{2}\) \\ MOPSO & \(1.94\times 10^{3}\) & \(6.53\times 10^{3}\) & \(2.84\times 10^{3}\) & \(3.48\times 10^{3}\) & \(1.53\times 10^{3}\) \\ MOAO & \(1.35\times 10^{3}\) & \(1.71\times 10^{4}\) & \(3.22\times 10^{3}\) & \(4.43\times 10^{3}\) & \(3.92\times 10^{3}\) \\ MOHBA & \(1.40\times 10^{3}\) & \(1.25\times 10^{4}\) & \(2.71\times 10^{3}\) & \(4.12\times 10^{3}\) & \(3.18\times 10^{3}\) \\ MOWOA & \(1.46\times 10^{3}\) & \(1.55\times 10^{4}\) & \(2.78\times 10^{3}\) & \(3.86\times 10^{3}\) & \(3.51\times 10^{3}\) \\ MOGWO & \(2.22\times 10^{3}\) & \(6.41\times 10^{3}\) & \(3.93\times 10^{3}\) & \(4.01\times 10^{3}\) & \(1.42\times 10^{3}\) \\ MOFECO & \(1.94\times 10^{2}\) & \(1.58\times 10^{3}\) & \(3.85\times 10^{2}\) & \(5.24\times 10^{2}\) & \(3.76\times 10^{2}\) \\ LSMOFECO & \(1.87\times 10^{2}\) & \(3.49\times 10^{3}\) & \(3.05\times 10^{2}\) & \(5.99\times 10^{2}\) & \(8.25\times 10^{2}\) \\ MOFECO-MS & \(6.66\times 10^{1}\) & \(7.83\times 10^{2}\) & \(1.50\times 10^{2}\) & \(2.11\times 10^{2}\) & \(1.79\times 10^{2}\) \\ \hline \hline \end{tabular}
\end{table} 
Table 30: Statistical results of SP indicator of the eight comparison algorithms for \(ch150\_n1490\).