Complexity / 2019 / Article / Tab 9

Research Article

An Improved Squirrel Search Algorithm for Optimization

Table 9

Statistical results obtained by ISSA, SSA, PSO, CMFOA, IFFO, and FOA through 10 independent runs on multi-modal benchmark functions with n = 100.

FunISSASSAPSOCMFOAIFFOFOA

F12Mean1.8989E-131.6584E-011.9996E+011.7809E-111.4744E-061.3554E+01
Std2.0566E-145.3720E-029.0319E-021.9159E-121.8930E-076.0821E+00
F13Mean2.2871E-151.7736E-011.9447E+021.3452E-101.3291E-051.6379E+02
Std2.6741E-155.3611E-026.2653E+003.8592E-115.5001E-061.3313E+01
F14Mean1.8736E-107.4259E+011.0132E+032.2866E-048.3534E-029.5534E+02
Std3.7223E-111.9144E+011.8986E+011.4283E-051.0592E-025.3523E+01
F15Mean2.6814E+001.0178E+014.7083E+012.8083E+003.4325E+004.5859E+01
Std7.3851E-011.6238E+002.2513E-014.6148E-016.0283E-016.9914E-01
F16Mean4.7116E-332.4454E-049.0382E+088.1890E-246.2347E-142.7647E+03
Std7.2124E-495.9650E-056.4985E+076.7958E-245.5604E-144.4231E+03
F17Mean3.4494E-031.1896E-023.7816E+013.4509E-034.1885E-032.1280E+00
Std6.0565E-036.5363E-031.5922E+004.6765E-038.6153E-035.4359E-02
F18Mean1.8033E+011.7806E+018.6826E+011.8319E+011.8828E+018.2458E+01
Std1.9652E+003.8319E+009.3222E-012.9296E+002.5377E+001.5159E+00
F19Mean8.2462E+042.7944E+064.8046E+082.8415E+056.0265E+054.9201E+07
Std5.5732E+048.9703E+059.6715E+072.4572E+052.7137E+057.2772E+06
F20Mean5.7130E-078.1688E-039.6848E-011.3631E-062.7143E-052.1656E+00
Std6.1122E-075.3195E-034.4542E-012.5155E-065.8766E-058.0368E-01
F21Mean0.0000E+005.1414E+001.3305E+030.0000E+002.0026E-091.3623E+03
Std0.0000E+001.7825E+002.2890E+010.0000E+003.2815E-106.0996E+01
F22Mean0.0000E+007.7848E+001.2609E+030.0000E+002.0383E-091.2745E+03
Std0.0000E+002.3732E+002.9100E+010.0000E+002.9753E-105.9708E+01
F23Mean2.5599E+002.0499E+003.9804E+014.7099E+004.3699E+007.3691E+00
Std3.6878E-011.5092E-016.9296E-015.9151E-015.6184E-011.7989E-01
F24Mean4.0927E-132.6229E+001.5145E+021.8874E-072.9476E-021.0478E+02
Std8.8061E-146.3367E-014.2830E+003.7074E-081.7697E-031.1873E+01
F25Mean4.2987E+028.1178E+031.3524E+095.6790E+024.4982E+021.8038E+06
Std4.3423E+023.3128E+027.8399E+075.4327E+024.6926E+022.1315E+05

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