# An Innovative Enhanced JAYA Algorithm for the Optimization of Continuous and Discrete Problems
## 4 Results and Discussion
### Numerical Evaluation
\begin{table}
\begin{tabular}{c c c c c c} \hline \hline
**Function** & **Algorithm** & **Mean** & **STD** & **Worst** & **Best** \\ \hline \multirow{8}{*}{F7} & SCA & 4.80880E\(-\)02 & 3.63449E\(-\)02 & 1.09292E\(-\)01 & 1.27893E\(-\)02 \\ \cline{2-5}  & DA & 3.38066E\(-\)01 & 1.98080E\(-\)01 & 5.66407E\(-\)01 & 1.41424E\(-\)01 \\ \cline{2-5}  & GOA & 2.16150E\(-\)02 & 1.07270E\(-\)02 & 3.66619E\(-\)02 & 9.20112E\(-\)03 \\ \cline{2-5}  & MFO 2.00009E+03 & 4.47209E+03 & 1.00000E+04 & 7.58884E\(-\)03 \\ \cline{2-5}  & PSO & 6.16951E\(-\)02 & 2.78374E\(-\)02 & 1.06271E\(-\)01 & 3.43940E\(-\)02 \\ \cline{2-5}  & CSA & 4.86380E\(-\)02 & 1.51938E\(-\)02 & 6.31833E\(-\)02 & 2.79767E\(-\)02 \\ \cline{2-5}  & JAYA & 7.59642E\(-\)02 & 3.91281E\(-\)02 & 1.39709E\(-\)01 & 3.96932E\(-\)02 \\ \cline{2-5}  & EJAYA & 5.22059E\(-\)03 & 2.49125E\(-\)03 & 8.46121E\(-\)03 & 2.67151E\(-\)03 \\ \hline \multirow{8}{*}{F8} & SCA & 2.08951E\(+\)00 & 7.27978E\(-\)02 & 2.16510E\(+\)00 & 1.98118E\(+\)00 \\ \cline{2-5}  & DA & 8.91103E\(+\)00 & 4.03396E\(+\)00 & 1.36540E\(+\)01 & 3.94314E\(+\)00 \\ \cline{2-5}  & GOA & 2.08458E\(+\)01 & 8.52657E\(+\)00 & 3.39048E\(+\)01 & 1.08618E\(+\)01 \\ \cline{2-5}  & MFO 1.99721E\(-\)02 & 2.00586E\(-\)02 & 5.14874E\(-\)02 & 1.15134E\(-\)03 \\ \cline{2-5}  & PSO & 1.81730E\(-\)01 & 2.48844E\(-\)01 & 4.54324E\(-\)01 & 1.41313E\(-\)09 \\ \cline{2-5}  & CSA & 2.41661E\(+\)00 & 1.14717E\(+\)00 & 3.56754E\(+\)00 & 9.53489E\(-\)01 \\ \cline{2-5}  & JAYA & 2.30841E\(+\)00 & 1.58824E\(+\)00 & 4.63521E\(+\)00 & 9.08648E\(-\)01 \\ \cline{2-5}  & EJAYA & 7.01740E\(-\)01 & 2.13049E\(-\)01 & 9.38772E\(-\)01 & 4.69613E\(-\)01 \\ \hline \multirow{8}{*}{F9} & SCA & 9.10575E\(-\)04 & 8.84160E\(-\)04 & 2.47096E\(-\)03 & 3.83725E\(-\)04 \\ \cline{2-5}  & DA & 1.83618E\(-\)04 & 3.84288E\(-\)04 & 8.70693E\(-\)04 & 8.51019E\(-\)07 \\ \cline{2-5}  & GOA & 2.24691E\(-\)12 & 3.54081E\(-\)12 & 8.40632E\(-\)12 & 4.53539E\(-\)14 \\ \cline{2-5}  & MFO 8.00003E+03 & 4.47212E\(+\)03 & 1.00001E\(+\)04 & 5.10610E\(-\)02 \\ \cline{2-5}  & PSO & 1.34978E\(-\)31 & 0.00000E\(+\)00 & 1.34978E\(-\)31 & 1.34978E\(-\)31 \\ \cline{2-5}  & CSA & 3.22994E\(-\)28 & 3.18425E\(-\)28 & 8.05694E\(-\)28 & 6.08306E\(-\)29 \\ \cline{2-5}  & JAYA & 1.34978E\(-\)31 & 0.00000E\(+\)00 & 1.34978E\(-\)31 & 1.34978E\(-\)31 \\ \cline{2-5}  & EJAYA & 1.34978E\(-\)31 & 0.00000E\(+\)00 & 1.34978E\(-\)31 & 1.34978E\(-\)31 \\ \hline \multirow{8}{*}{F10} & SCA & 1.41044E\(+\)01 & 9.07295E\(+\)00 & 2.03084E\(+\)01 & 1.88488E\(-\)02 \\ \cline{2-5}  & DA & 9.33009E\(+\)00 & 1.40125E\(+\)00 & 1.08356E\(+\)01 & 7.67650E\(+\)00 \\ \cline{2-5}  & GOA & 4.63716E\(+\)00 & 1.36267E\(+\)00 & 6.54250E\(+\)00 & 3.04090E\(+\)00 \\ \cline{2-5}  & MFO 4.00000E\(+\)00 & 5.47722E\(+\)03 & 1.00000E\(+\)04 & 6.47865E\(-\)03 \\ \cline{2-5}  & PSO & 1.84941E\(-\)04 & 2.07915E\(-\)04 & 4.31328E\(-\)04 & 9.85355E\(-\)06 \\ \cline{2-5}  & CSA & 4.42033E\(+\)00 & 4.32812E\(-\)01 & 4.96195E\(+\)00 & 3.89060E\(+\)00 \\ \cline{2-5}  & JAYA & 3.99985E\(+\)00 & 8.92096E\(+\)00 & 1.99581E\(+\)01 & 7.47414E\(-\)03 \\ \cline{2-5}  & EJAYA & 7.99361E\(-\)15 & 0.00000E\(+\)00 & 7.99361E\(-\)15 & 7.99361E\(-\)15 \\ \hline \multirow{8}{*}{F7} & SCA & 2.67656E\(-\)01 & 2.61150E\(-\)01 & 5.40061E\(-\)01 & 1.06340E\(-\)03 \\ \cline{2-5}  & DA & 1.16399E\(+\)01 & 4.54763E\(+\)00 & 1.72099E\(+\)01 & 6.25351E\(+\)00 \\ \cline{2-5}  & GOA & 8.62586E\(-\)01 & 1.13266E\(-\)01 & 1.00433E\(+\)00 & 7.25621E\(-\)01 \\ \cline{2-5}  & MFO 4.00000E\(+\)00 & 4.47211E\(+\)03 & 1.00000E\(+\)04 & 1.05132E\(-\)02 \\ \cline{2-5}  & PSO & 7.87895E\(-\)03 & 8.05111E\(-\)03 & 1.72263E\(-\)02 & 7.31268E\(-\)11 \\ \cline{2-5}  & CSA & 3.51615E\(-\)01 & 1.13874E\(-\)01 & 4.57751E\(-\)01 & 2.22855E\(-\)01 \\ \cline{2-5}  & JAYA & 8.08963E\(-\)02 & 1.26610E\(-\)01 & 3.03887E\(-\)01 & 5.41900E\(-\)04 \\ \cline{2-5}  & EJAYA & 0.00000E\(+\)00 & 0.00000E\(+\)00 & 0.00000E\(+\)00 & 0.00000E\(+\)00 \\ \hline \hline \end{tabular}
\end{table} 
Table 3: The F7–F12 findings.