ResearchBenchmarksNumerical Optimization on CEC 2022Numerical Optimization on CEC 2022Follow2.35Friedman AverageQHDE2.15963.44484.736.0152Jan 16, 2026Evaluation resultsMethodMethodLinksFriedman AverageOverall RankWins (W)Ties (T)Losses (L)QHDEDim=20Dim=202026.012.351750HSEPSODim=20Dim=202026.013.821110ADEDim=20Dim=202026.013.8730111DEDim=20Dim=202026.014.1540120COLSHADEDim=20Dim=202026.014.3451110sCMAESDim=20Dim=202026.014.4562100SASSDim=20Dim=202026.015.97174NDSOTDim=20Dim=202026.017.118057