Complexity / 2019 / Article / Tab 5

Research Article

An Improved Squirrel Search Algorithm for Optimization

Table 5

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

FunISSASSAPSOCMFOAIFFOFOA

F1Mean5.2002E-441.3601E-016.4559E+046.7630E-205.4042E-102.3688E+03
Std8.9565E-442.8398E-022.7675E+031.8636E-201.0843E-101.1782E+02
F2Mean2.5837E+002.8507E+018.9058E+061.0018E+011.1850E+011.3921E+04
Std4.0923E+001.2482E+016.4125E+059.8260E+006.7378E+002.1479E+03
F3Mean1.9984E-151.7506E-059.9937E-011.9984E-153.4570E-121.9460E-01
Std2.7940E-163.3607E-061.9874E-043.9686E-165.7323E-131.1259E-02
F4Mean1.4073E-383.0139E+022.6151E+091.4261E-161.0212E-062.0499E+08
Std1.5382E-389.0551E+012.6783E+087.5737E-173.3853E-073.5388E+07
F5Mean1.7615E-021.4345E+005.9603E+023.7550E-022.9349E-021.2443E+00
Std4.2239E-031.3985E-015.8412E+011.2602E-024.5825E-031.8471E-01
F6Mean1.1417E+015.8422E+024.2299E+081.7988E+021.6578E+025.6078E+05
Std3.0258E+019.7884E+024.8581E+073.9022E+014.6685E+016.5477E+04
F7Mean1.6881E-411.2984E+016.4707E+061.1852E-197.4831E-102.2865E+05
Std3.4134E-412.2729E+003.3435E+053.1718E-209.5033E-112.0650E+04
F8Mean4.5259E-083.9819E+008.5137E+011.7042E-042.9244E-053.3956E+01
Std2.9104E-084.1522E-011.2566E+007.8665E-052.7018E-064.7713E+00
F9Mean1.2222E-223.6814E-017.2469E+322.5070E-102.3795E-051.4112E+27
Std8.4369E-234.1963E-022.0633E+332.3874E-111.3879E-064.4627E+27
F10Mean3.4254E-423.7261E-011.4940E+052.0714E-211.8486E-114.3041E+03
Std9.6608E-429.2561E-024.4643E+034.6407E-222.3956E-122.4348E+02
F11Mean1.6400E-1231.5040E-523.7278E-026.5780E-243.1174E-141.0720E-05
Std5.1861E-1231.6670E-521.1165E-027.2960E-243.6245E-145.9475E-06

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