Research Article

Research on Economic Optimal Dispatching of Microgrid Cluster Based on Improved Butterfly Optimization Algorithm

Table 3

Test results of different functions.

FunctionAlgorithmBestAvgStd

f1PSO1.8539E – 1402.2126E − 1243.1259E – 124
WOA1.2693E – 2013.8570E − 1950.0000E + 00
SSA0.0000E + 000.0000E  +  000.0000E + 00
BOA4.2696E – 1051.4164E − 1031.8100E – 103
IBOA0.0000E + 000.0000E + 000.0000E + 00

f2PSO5.0631E – 701.3820E − 611.9544E – 61
WOA1.9255E − 1194.3549E − 1126.1533E – 112
SSA0.0000E + 000.0000E + 000.0000E + 00
BOA3.9626E − 771.7330E − 761.8012E – 76
IBOA0.0000E + 000.0000E + 000.0000E + 00

f3PSO6.9869E − 018.7387E − 012.1321E – 01
WOA2.5717E + 034.0816E + 031.1156E + 03
SSA0.0000E + 000.0000E + 000.0000E + 00
BOA8.9991E − 1054.0221E − 1042.4291E – 104
IBOA0.0000E + 000.0000E + 000.0000E + 00

f4PSO1.0546E − 651.8886E − 612.6666E – 61
WOA2.4586E + 001.2221E + 011.1671E + 01
SSA0.0000E + 000.0000E + 000.0000E + 00
BOA3.3476E − 771.5992E − 761.3416E – 76
IBOA0.0000E + 000.0000E + 000.0000E + 00

f5PSO3.1796E − 053.4680E − 053.8048E – 06
WOA5.5907E − 052.0529E − 041.3767E – 04
SSA3.2522E − 056.8277E − 052.8181E – 05
BOA2.3071E − 065.9118E − 062.7000E – 06
IBOA1.6265E − 096.1461E − 084.2729E – 08

f6PSO−4.1898E + 02−4.1898E + 020.0000E + 00
WOA−1.2569E + 04−1.2206E + 043.7103E + 02
SSA−8.5591E + 03−7.9744E + 035.1050E + 02
BOA−2.9617E + 03−2.6778E + 032.1900E + 02
IBOA−2.1306E + 04−1.8067E + 042.4580E + 03

f7PSO2.9000E + 022.9000E + 020.0000E + 00
WOA0.0000E + 000.0000E + 000.0000E + 00
SSA0.0000E + 000.0000E + 000.0000E + 00
BOA0.0000E + 000.0000E + 000.0000E + 00
IBOA0.0000E + 000.0000E + 000.0000E + 00

f8PSO1.6844E + 001.6844E + 000.0000E + 00
WOA4.4409E − 154.4409E − 150.0000E + 00
SSA8.8818E − 168.8818E − 160.0000E + 00
BOA8.8818E − 168.8818E − 160.0000E + 00
IBOA8.8818E − 168.8818E − 160.0000E + 00

f9PSO0.0000E + 000.0000E + 000.0000E + 00
WOA0.0000E + 000.0000E + 000.0000E + 00
SSA0.0000E + 000.0000E + 000.0000E + 00
BOA0.0000E + 000.0000E + 000.0000E + 00
IBOA0.0000E + 000.0000E + 000.0000E + 00

f10PSO6.3961E − 016.3961E − 010.0000E + 00
WOA2.1848E − 063.6203E − 061.0209E – 06
SSA1.8393E − 186.8229E − 171.0761E – 16
BOA3.6084E − 015.6215E − 011.4293E – 01
IBOA1.5705E − 321.5705E − 320.0000E + 00

f11PSO1.1309E + 001.1309E + 000.0000E + 00
WOA1.1053E − 038.3458E − 035.1198E – 03
SSA6.2205E − 171.7189E − 162.0162E – 16
BOA2.4563E + 002.8107E + 002.5060E – 01
IBOA1.3498E − 321.3498E − 320.0000E + 00

f12PSO9.9800E − 019.9800E − 010.0000E + 00
WOA9.9800E − 019.9800E − 010.0000E + 00
SSA9.9800E − 019.9800E − 010.0000E + 00
BOA1.0014E + 001.6017E + 004.3285E – 01
IBOA9.9800E − 019.9800E − 010.0000E + 00

f13PSO1.4596E − 021.4596E − 020.0000E + 00
WOA3.0757E − 047.5286E − 043.7988E – 04
SSA3.0749E − 043.0749E − 040.0000E + 00
BOA3.5300E − 044.0181E − 044.0973E – 05
IBOA3.0749E − 043.0749E − 040.0000E + 00

f14PSO3.0000E + 003.0000E + 000.0000E + 00
WOA3.0000E + 003.0000E + 000.0000E + 00
SSA3.0000E + 003.0000E + 000.0000E + 00
BOA3.0000E + 003.0000E + 000.0000E + 00
IBOA3.0000E + 003.0000E + 000.0000E + 00