ResearchBenchmarksNumerical Optimization on CEC F7 2022Follow2,040.2Avg Objective ValueQHDE2,032.5282,084.3142,136.12,187.886Jan 16, 2026Evaluation ResultsMethodMethodLinksAvg Objective ValueStd Dev Objective ValueQHDEDim=20Dim=202026.012,040.24.5202DEDim=20Dim=202026.012,054.110.546ADEDim=20Dim=202026.012,063.813.387COLSHADEDim=20Dim=202026.012,082.515.553sCMAESDim=20Dim=202026.012,088.812.713HSEPSODim=20Dim=202026.012,13055.673NDSOTDim=20Dim=202026.012,201.379.075SASSDim=20Dim=202026.012,23267.248