ResearchBenchmarksNumerical Optimization on CEC F11 2022Follow2,880.4Average PerformanceHSEPSO2,819.8843,228.3673,636.854,045.333Jan 16, 2026Evaluation ResultsMethodMethodLinksAverage PerformanceStandard DeviationHSEPSODim=20Dim=202026.012,880.4103.54ADEDim=20Dim=202026.012,9012.067DEDim=20Dim=202026.012,925.528.293QHDEDim=20Dim=202026.012,941.4130.77sCMAESDim=20Dim=202026.012,976.28.4273SASSDim=20Dim=202026.013,020.3338.57COLSHADEDim=20Dim=202026.013,222.989.757NDSOTDim=20Dim=202026.014,393.3727.32