# Differential Evolution with Linear Bias Reduction in Parameter Adaptation
## 3 Results
\begin{table}
\begin{tabular}{c c c c} \hline \hline
**Function** & **L-SHADE** & **jSO** & **DISH** \\ \hline f1 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f2 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f3 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f4 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f5 & **1.466332\(\times 10^{2}\)\(\times 10^{2}\)\(\pm\) 7.966326\(\times 10^{-1}\)** & 1.820984\(\times 10^{0}\)\(\pm\) 8.296894\(\times 10^{-1}\) & 2.028990\(\times 10^{0}\)\(\pm\) 9.021237\(\times 10^{-1}\) \\ f6 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f7 & **1.165531\(\times 10^{1}\)\(\pm\) 4.999618\(\times 10^{-1}\)** & 1.206354\(\times 10^{1}\)\(\pm\) 5.092644\(\times 10^{-1}\) & 1.202930\(\times 10^{1}\)\(\pm\) 5.555746\(\times 10^{-1}\) \\ f8 & **1.338034\(\times 10^{0}\)\(\pm\) 8.316749\(\times 10^{-1}\)** & 1.878932\(\times 10^{0}\)\(\pm\) 8.513805\(\times 10^{-1}\) & 1.853360\(\times 10^{0}\)\(\pm\) 1.042962\(\times 10^{0}\) \\ f9 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f10 & 2.224059\(\times 10^{1}\)\(\pm\) 4.032137\(\times 10^{1}\) & **1.822742\(\times 10^{1}\)\(\pm\) 3.227775\(\times 10^{1}\)** & 3.377682\(\times 10^{1}\)\(\pm\) 5.852428\(\times 10^{1}\) \\ f11 & 1.181580\(\times 10^{-1}\)\(\pm\) 4.216185\(\times 10^{-1}\) & 1.516416\(\times 10^{-1}\)\(\pm\) 3.630057\(\times 10^{-1}\) & 0.0 \(\pm\) 0.0 \\ f12 & 1.526398\(\times 10^{1}\)\(\pm\) 3.919816\(\times 10^{1}\) & **2.734428\(\times 10^{-1}\)\(\pm\) 1.723809\(\times 10^{-1}\)** & 1.673563\(\times 10^{1}\)\(\pm\) 4.110506\(\times 10^{1}\) \\ f13 & **2.441962\(\times 10^{0}\)\(\pm\) 2.352857\(\times 10^{0}\)** & 2.474151\(\times 10^{0}\)\(\pm\) 2.390764\(\times 10^{0}\) & 3.043588\(\times 10^{0}\)\(\pm\) 2.362332\(\times 10^{0}\) \\ f14 & 4.638013\(\times 10^{-2}\)\(\pm\) 1.575738\(\times 10^{-1}\) & 4.747525\(\times 10^{-2}\)\(\pm\) 1.948063\(\times 10^{-1}\) & **3.902250\(\times 10^{-2}\)\(\pm\) 1.931283\(\times 10^{-1}\)** \\ f15 & 1.346569\(\times 10^{1}\)\(\pm\) 1.999631\(\times 10^{-1}\) & **1.225807\(\times 10^{-1}\)\(\pm\) 1.933628\(\times 10^{-1}\)** & 3.401098\(\times 10^{-1}\)\(\pm\) 2.058195\(\times 10^{-1}\) \\ f16 & 4.510003\(\times 10^{-1}\)\(\pm\) 1.916985\(\times 10^{-1}\) & **3.550149\(\times 10^{-1}\)\(\pm\) 1.948515\(\times 10^{-1}\)** & 5.429780\(\times 10^{-1}\)\(\pm\) 3.146145\(\times 10^{-1}\) \\ f17 & 1.572822\(\times 10^{-1}\)\(\pm\) 1.571081\(\times 10^{-1}\) & **1.409883\(\times 10^{-1}\)\(\pm\) 1.729228\(\times 10^{-1}\)** & 9.310868\(\times 10^{-1}\)\(\pm\) 1.2782305\(\times 10^{0}\) \\ f18 & 2.218042\(\times 10^{-1}\)\(\pm\) 1.984943\(\times 10^{-1}\) & **1.422543\(\times 10^{-1}\)\(\pm\) 1.699201\(\times 10^{-1}\)** & 1.992204\(\times 10^{-1}\)\(\pm\) 1.953476\(\times 10^{-1}\) \\ f19 & 9.994697\(\times 10^{-3}\)\(\pm\) 1.044910\(\times 10^{-2}\) & 1.164565\(\times 10^{-2}\)\(\pm\) 1.284938\(\times 10^{-2}\) & 1.266488\(\times 10^{-2}\)\(\pm\) 1.275577\(\times 10^{-2}\) \\ f20 & **6.121039\(\times 10^{-3}\)\(\pm\) 4.328228\(\times 10^{-2}\)** & 6.121039\(\times 10^{-3}\)\(\pm\) 4.328228\(\times 10^{-2}\) & 3.672626\(\times 10^{-1}\)\(\pm\) 1.476685\(\times 10^{-1}\) \\ f21 & 1.45080\(\times 10^{2}\)\(\pm\) 5.038353\(\times 10^{-2}\) & 1.50600\(\times 10^{2}\)\(\pm\) 5.160565\(\times 10^{-1}\) & **1.320909\(\times 10^{2}\)\(\pm\) 4.692892\(\times 10^{1}\)** \\ f22 & 1.00005\(\times 10^{2}\)\(\pm\) 3.965344\(\times 10^{-2}\) & 1.000708\(\times 10^{2}\)\(\pm\) 5.532701\(\times 10^{-2}\) & 1.00000\(\times 10^{2}\)\(\pm\) 0.0 \\ f23 & 3.010949\(\times 10^{2}\)\(\pm\) 1.485775\(\times 10^{0}\) & 3.024831\(\times 10^{2}\)\(\pm\) 1.330968\(\times 10^{0}\) & 3.010731\(\times 10^{2}\)\(\pm\) 1.481965\(\times 10^{0}\) \\ f24 & **2.592233\(\times 10^{2}\)\(\pm\) 1.036631\(\times 10^{2}\)** & 2.666515\(\times 10^{2}\)\(\pm\) 1.025191\(\times 10^{2}\) & 2.748786\(\times 10^{2}\)\(\pm\) 9.709894\(\times 10^{1}\) \\ f25 & 4.237633\(\times 10^{2}\)\(\pm\) 2.248348\(\times 10^{1}\) & 4.095063\(\times 10^{2}\)\(\pm\) 1.979616\(\times 10^{1}\) & 4.095055\(\times 10^{2}\)\(\pm\) 1.979735\(\times 10^{1}\) \\ f26 & 3.00000\(\times 10^{2}\)\(\pm\) 0.0 & **2.941176\(\times 10^{2}\)\(\pm\) 4.159452\(\times 10^{2}\)** & 3.00  
\begin{table}
\begin{tabular}{c c c c} \hline \hline
**Function** & **L-SHADE** & **jSO** & **DISH** \\ \hline f1 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f2 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f3 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f4 & **5.432730\(\times 10^{1}\)**\(\pm\)**1.761079\(\times 10^{1}\)** & 5.856160\(\times 10^{1}\pm 0.0\) & 5.856160\(\times 10^{1}\pm 0.0\) \\ f5 & 7.093248\(\times 10^{9}\) 1.514062\(\times 10^{9}\) & **5.984748\(\times 10^{9}\)** & **1.259837\(\times 10^{9}\)** & 8.566069\(\times 10^{1}\)** \(\pm\) 1.414316\(\times 10^{9}\) \\ f6 & 1.610282\(\times 10^{-8}\) 4.409940\(\times 10^{-8}\) & **2.683804\(\times 10^{-9}\)** & **1.897736\(\times 10^{-8}\)** & 1.125136\(\times 10^{-7}\)** \(\pm\) 3.080402\(\times 10^{-7}\) \\ f7 & 3.643252\(\times 10^{1}\) 1.163031\(\times 10^{0}\) & **3.635001\(\times 10^{1}\)** & **1.1050653\(\times 10^{1}\)** & 3.901514\(\times 10^{1}\)** \(\pm\) 1.897382\(\times 10^{9}\) \\ f8 & 7.636827\(\times 10^{9}\) 1.421298\(\times 10^{9}\) & **5.947331\(\times 10^{0}\)** & **1.286650\(\times 10^{0}\)** & 8.606066\(\times 10^{0}\)** \(\pm\) 1.668634\(\times 10^{0}\) \\ f9 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f10 & 1.541919\(\times 10^{3}\) 2.100733\(\times 10^{2}\) & 1.588640\(\times 10^{3}\)** & 2.124062\(\times 10^{2}\)** & 1.633723\(\times 10^{3}\)** \(\pm\) 2.570738\(\times 10^{2}\) \\ f11 & 1.480573\(\times 10^{1}\) 2.154669\(\times 10^{1}\) & 1.286354\(\times 10^{1}\)** & 2.135075\(\times 10^{1}\)** & 6.873639\(\times 10^{0}\)** \(\pm\) 1.395100\(\times 10^{1}\) \\ f12 & 9.665733\(\times 10^{2}\) 3.204188\(\times 10^{2}\) & 2.131759\(\times 10^{2}\)** \(\pm\) 1.341268\(\times 10^{2}\)** & 2.351108\(\times 10^{2}\)** \(\pm\) 1.392522\(\times 10^{2}\) \\ f13 & **1.507205\(\times 10^{1}\) 7.899218\(\times 10^{0}\)** & 1.747101\(\times 10^{1}\)** \(\pm\) 5.664911\(\times 10^{0}\)** & 1.616138\(\times 10^{1}\)** \(\pm\) 5.997028\(\times 10^{0}\) \\ f14 & **2.133530\(\times 10^{1}\)** \(\pm\)**9.644383\(\times 10^{-1}\)** & 2.136757\(\times 10^{1}\)** \(\pm\) 3.272063\(\times 10^{0}\)** & 2.194751\(\times 10^{1}\)** \(\pm\) 3.183398\(\times 10^{0}\) \\ f15 & 2.465098\(\times 10^{2}\) 1.482018\(\times 10^{0}\) & 1.524179\(\times 10^{2}\)** \(\pm\) 9.985145\(\times 10^{1}\)** \(\pm\) 1.1224406\(\times 10^{0}\)** \(\pm\) 8.005678\(\times 10^{-1}\) \\ f16 & 6.228463\(\times 10^{1}\) 7.399308\(\times 10^{1}\) & 3.557511\(\times 10^{1}\)** \(\pm\) 3.589944\(\times 10^{1}\)** \(\pm\) 4.984834\(\times 10^{1}\)** \(\pm\) 6.435235\(\times 10^{1}\) \\ f17 & 3.486476\(\times 10^{1}\) 5.016896\(\times 10^{1}\) & **3.316919\(\times 10^{1}\)** \(\pm\) 5.201363\(\times 10^{0}\)** \(\pm\) 3.505441\(\times 10^{1}\)** \(\pm\) 6.723407\(\times 10^{0}\) \\ f18 & 2.146325\(\times 10^{1}\) 3.044085\(\times 10^{0}\) & 2.077898\(\times 10^{1}\)** \(\pm\) 4.073286\(\times 10^{-1}\)** \(\pm\) 2.081425\(\times 10^{1}\)** \(\pm\) 4.281106\(\times 10^{-1}\) \\ f19 & 5.078805\(\times 10^{9}\) 1.737644\(\times 10^{0}\) & 5.462701\(\times 10^{9}\)** \(\pm\) 1.914274\(\times 10^{0}\)** \(\pm\) 1.914274\(\times 10^{0}\)** \(\pm\) 5.006098\(\times 10^{0}\)** \(\pm\) 1.699874\(\times 10^{0}\) \\ f20 & 3.322552\(\times 10^{1}\) 5.277263\(\times 10^{3}\) & 3.011395\(\times 10^{1}\)** \(\pm\) 4.949041\(\times 10^{0}\)** \(\pm\) 1.0771608\(\times 10^{0}\) \\ f21 & 2.068744\(\times 10^{2}\) 1.458480\(\times 10^{10}\) & **2.063994\(\times 10^{2}\)** \(\pm\) 1.477586\(\times 10^{2}\)** \(\pm\) 2.087112\(\times 10^{2}\)** \(\pm\) 1.873729\(\times 10^{0}\)** \(\pm\) 1.000000\(\times 12\)** \(\pm\) 0.0 \\ f22 & **1.00000\(\times 10^{2}\)** \(\pm\) 1.00000\(\times 10^{2}\)** \(\pm\) 0.0 & 1.00000\(\times 12\)** \(\pm\) 0.0 \\ f23 & 3.485940\(\times 10^{2}\) 2.713869\(\times 10^{0}\) & **3.483330\(\times 10^{2}\)** \(\pm\) 2.099438\(\times 10^{0}\)** \(\pm\) 1.059930\(\times 10^{2}\)** \(\pm\) 2.94252\(\times 10^{0}\) \\ f24 & **4.237707\(\times 10^{2}\) 1.651448\(\times 10^{0}\)** \(\pm\) 4.251463\(\times 10^{2}\)** \(\pm\) 1.305455\(\times 10^{0}\)** \(\pm\) 4.2626202\(\times 10^{2}\)** \(\pm\) 2.262393\(\times 10^{0}\) \\ f25 & 3.867463\(\times 10^{2}\) 2.090470\(\times 10^{-2}\) & 3.867043\(\times 10^{2}\) 1.523778\(\times 10^{-2}\) & 3.866993\(\times  
\begin{table}
\begin{tabular}{c c c c} \hline \hline
**Function** & **L-SHADE** & **jSO** & **DISH** \\ \hline f1 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f2 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f3 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f4 & 5.235449\(\times 10^{1}\) + 4.437343\(\times 10^{1}\) & 5.987294\(\times 10^{1}\) + 4.656380\(\times 10^{1}\) & 5.533534\(\times 10^{1}\) + 4.638192\(\times 10^{1}\) \\ f5 & 1.858622\(\times 10^{1}\) + 2.271102\(\times 10^{0}\) & **1.090016**\(\times 10^{1}\) + **2.04454**\(\times 10^{1}\) & 1.643115\(\times 10^{1}\) + 2.349557\(\times 10^{0}\) \\ f6 & 1.826999\(\times 10^{-4}\) + 9.247796\(\times 10^{-4}\) & 3.321219\(\times 10^{-7}\) + 7.189487\(\times 10^{-7}\) & 1.159359\(\times 10^{-6}\) + 1.645192\(\times 10^{-6}\) \\ f7 & 6.474578\(\times 10^{1}\) + 1.859098\(\times 10^{0}\) & **6.125818**\(\times 10^{1}\) + **1.330959**\(\times 10^{0}\) & 6.533251\(\times 10^{1}\) + 2.386148\(\times 10^{0}\) \\ f8 & 1.786065\(\times 10^{1}\) + 2.476184\(\times 10^{1}\) & **1.059279**\(\times 10^{1}\) + **1.794339**\(\times 10^{0}\) & 1.642296\(\times 10^{1}\) + 2.506320\(\times 10^{0}\) \\ f9 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f10 & **3.145981\(\times 10^{1}\)** + 3.519306\(\times 10^{2}\) & 3.289575\(\times 10^{3}\) + 3.466515\(\times 10^{2}\) & 3.287218\(\times 10^{3}\) + 3.405172\(\times 10^{2}\) \\ f11 & 4.479648\(\times 10^{1}\) + 2.762966\(\times 10^{2}\) & 2.8427299\(\times 10^{1}\) + 3.609160\(\times 10^{0}\) & 2.765099\(\times 10^{1}\) + 3.060072\(\times 10^{0}\) \\ f12 & 2.211379\(\times 10^{3}\) + 5.051756\(\times 10^{2}\) & 1.791286\(\times 10^{3}\) + 4.034954\(\times 10^{2}\) & 1.688626\(\times 10^{3}\) + 4.222375\(\times 10^{2}\) \\ f13 & 5.887959\(\times 10^{1}\) + 3.102544\(\times 10^{1}\) & 5.325204\(\times 10^{1}\) + 2.649015\(\times 10^{1}\) & 3.130917\(\times 10^{1}\) + 1.675635\(\times 10^{1}\) \\ f14 & 2.896163\(\times 10^{1}\) + 3.059013\(\times 10^{0}\) & 2.516679\(\times 10^{1}\) + 1.954335\(\times 10^{0}\) & 2.528063\(\times 10^{1}\) + 2.405140\(\times 10^{0}\) \\ f15 & 3.628762\(\times 10^{1}\) + 8.435876\(\times 10^{1}\) & 2.536133\(\times 10^{1}\) + 3.286879\(\times 10^{2}\) & 2.407813\(\times 10^{1}\) + 2.946462\(\times 10^{0}\) \\ f16 & 3.673856\(\times 10^{2}\) + 8.492899\(\times 10^{1}\) & **3.51426**\(\times 10^{2}\) + **1.238785**\(\times 10^{2}\) & 2.452540\(\times 10^{2}\) + 1.338525\(\times 10^{2}\) \\ f17 & 3.210085\(\times 10^{2}\) + 8.169067\(\times 10^{1}\) & **2.82890**\(\times 10^{2}\) + **1.719400**\(\times 10^{1}\) & 2.673055\(\times 10^{2}\) + 7.672843\(\times 10^{1}\) \\ f18 & 3.657321\(\times 10^{1}\) + 9.999862\(\times 10^{2}\) & 2.552774\(\times 10^{1}\) + 2.227834\(\times 10^{0}\) & 2.530384\(\times 10^{1}\) + 1.768854\(\times 10^{0}\) \\ f19 & 2.229348\(\times 10^{1}\) + 5.693372\(\times 10^{0}\) & 1.598069\(\times 10^{1}\) + 3.193897\(\times 10^{0}\) & 1.473478\(\times 10^{1}\) + 2.609984\(\times 10^{0}\) \\ f20 & 1.403643\(\times 10^{2}\) + 6.340770\(\times 10^{1}\) & 1.545319\(\times 10^{2}\) + 5.105286\(\times 10^{1}\) & 1.195946\(\times 10^{2}\) + 5.365881\(\times 10^{1}\) \\ f21 & 2.167895\(\times 10^{2}\) + 2.526317\(\times 10^{1}\) & **2.112500**\(\times 10^{2}\) + **2.551442**\(\times 10^{2}\) + 2.176929\(\times 10^{2}\) + 2.7828868\(\times 10^{0}\) \\ f22 & **1.090865\(\times 10^{2}\) + 1.616684\(\times 10^{3}\)** + 2.492513\(\times 10^{3}\) + 1.738163\(\times 10^{2}\) & 2.006552\(\times 10^{3}\) + 1.887346\(\times 10^{3}\) \\ f23 & 3.406553\(\times 10^{2}\) + 5.383210\(\times 10^{0}\) & 4.292150\(\times 10^{2}\) + 5.785777\(\times 10^{0}\) & 4.311355\(\times 10^{2}\) + 6.917497\(\times 10^{0}\) \\ f24 & 5.070785\(\times 10^{2}\) + 3.570835\(\times 10^{0}\) & **5.065977**\(\times 10^{2}\) + **3.750386**\(\times 10^{0}\) & 5.083627\(\times 10^{2}\) + 4.562561\(\times 10^{0}\) \\ f25 & 5.403542\(\times 10^{2}\) + 2.684350\(\times 10^{1}\) & 4.823634\(\times 10^{2}\) + 6.109998\(\times 10^{0}\) & 4.811605\(\times 10^{2}\) + 3.115865\(\times 10^{0}\) \\ f26 & 1.222280\(\times 10^{3}\) + 5.892037\(\times 10^{1}\) & 1.137479\(\times 10^{3}\) + 5.618732\(\times 10^{1}\) & **1.127770\(\times 10^{3}\) + 5.926815\(\times 10^{1
\begin{table}
\begin{tabular}{c c c c} \hline \hline
**Function** & **L-SHADE** & **jSO** & **DISH** \\ \hline f1 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f2 & **2.115272\(\times 10^{1}\)\(\pm\) 7.398144\(\times 10^{1}\)** & 3.621475\(\times 10^{5}\) \(\pm\) 2.321462\(\times 10^{6}\) & 2.681979\(\times 10^{1}\)\(\pm\) 1.323709\(\times 10^{2}\) \\ f3 & 2.318827\(\times 10^{-6}\) \(\pm\) 3.171098\(\times 10^{-6}\) & 1.189379\(\times 10^{-5}\) \(\pm\) 1.466348\(\times 10^{-5}\) & **1.798921\(\times 10^{-7}\)\(\pm\) 2.335796\(\times 10^{-7}\)** \\ f4 & **1.058027\(\times 10^{2}\)\(\pm\) 6.168533\(\times 10^{1}\)** & 1.841503\(\times 10^{2}\) \(\pm\) 3.456924\(\times 10^{1}\) & 1.985144\(\times 10^{2}\)\(\pm\) 1.507302\(\times 10^{1}\) \\ f5 & 0.018822\(\times 10^{-6}\) \(\pm\) 7.650742\(\times 10^{-10}\) & 2.881188\(\times 10^{1}\)\(\pm\) 5.059198\(\times 10^{9}\) & 3.903405\(\times 10^{1}\)\(\pm\) 4.30248\(\times 10^{9}\) \\ f6 & 2.768164\(\times 10^{-2}\) \(\pm\) 2.094258\(\times 10^{-2}\) & 6.501323\(\times 10^{-4}\) \(\pm\) 1.409251\(\times 10^{-3}\) & 1.157600\(\times 10^{-4}\)\(\pm\) 3.452856\(\times 10^{-4}\) \\ f7 & 1.548649\(\times 10^{2}\)\(\pm\) 6.128553\(\times 10^{0}\) & 1.344337\(\times 10^{2}\) \(\pm\) 3.312118\(\times 10^{9}\) & 1.395379\(\times 10^{2}\)\(\pm\) 5.342167\(\times 10^{9}\) \\ f8 & 5.553710\(\times 10^{1}\)\(\pm\) 7.466852\(\times 10^{2}\) & 2.763175\(\times 10^{1}\)\(\pm\) 4.045294\(\times 10^{9}\) & 3.991552\(\times 10^{1}\)\(\pm\) 3.695467\(\times 10^{9}\) \\ f9 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 & 0.0 \(\pm\) 0.0 \\ f10 & **9.323340\(\times 10^{3}\)\(\pm\) 4.989688\(\times 10^{2}\)** & 9.672592\(\times 10^{3}\)\(\pm\) 5.809016\(\times 10^{2}\) & 9.829538\(\times 10^{3}\)\(\pm\) 4.826719\(\times 10^{2}\) \\ f11 & 4.977651\(\times 10^{2}\)\(\pm\) 1.154684\(\times 10^{2}\) & 1.396860\(\times 10^{2}\)\(\pm\) 4.061085\(\times 10^{1}\) & 1.037060\(\times 10^{2}\)\(\pm\) 2.911234\(\times 10^{1}\) \\ f12 & 2.859917\(\times 10^{4}\)\(\pm\) 1.360122\(\times 10^{4}\) & 1.881319\(\times 10^{4}\)\(\pm\) 9.745573\(\times 10^{3}\) & 1.760383\(\times 10^{4}\)\(\pm\) 7.710254\(\times 10^{3}\) \\ f13 & 4.605786\(\times 10^{2}\)\(\pm\) 2.511310\(\times 10^{2}\) & 1.473008\(\times 10^{2}\)\(\pm\) 3.623802\(\times 10^{1}\) & 1.498773\(\times 10^{2}\)\(\pm\) 3.307054\(\times 10^{1}\) \\ f14 & 2.557099\(\times 10^{2}\)\(\pm\) 4.291528\(\times 10^{1}\) & 7.044519\(\times 10^{1}\)\(\pm\) 1.206246\(\times 10^{1}\) & 6.030425\(\times 10^{1}\)\(\pm\) 9.448970\(\times 10^{9}\) \\ f15 & 2.477823\(\times 10^{2}\)\(\pm\) 5.117302\(\times 10^{1}\) & 2.053792\(\times 10^{2}\)\(\pm\) 4.548641\(\times 10^{2}\) & 1.579745\(\times 10^{2}\)\(\pm\) 3.308829\(\times 10^{1}\) \\ f16 & **1.565113\(\times 10^{3}\)\(\pm\) 2.809367\(\times 10^{2}\)** & 1.609819\(\times 10^{3}\)\(\pm\) 2.842634\(\times 10^{2}\) & 1.713816\(\times 10^{3}\)\(\pm\) 3.021292\(\times 10^{2}\) \\ f17 & 1.202785\(\times 10^{3}\)\(\pm\) 1.8181210\(\times 10^{2}\) & **1.096731\(\times 10^{3}\)\(\pm\) 2.224261\(\times 10^{2}\)** & 1.205546\(\times 10^{3}\)\(\pm\) 1.764183\(\times 10^{2}\) \\ f18 & 2.505036\(\times 10^{2}\)\(\pm\) 5.809274\(\times 10^{1}\) & 2.154752\(\times 10^{2}\)\(\pm\) 5.280900\(\times 10^{1}\) & 1.852876\(\times 10^{2}\)\(\pm\) 4.461551\(\times 10^{1}\) \\ f19 & 1.872595\(\times 10^{2}\)\(\pm\) 2.511073\(\times 10^{1}\) & 1.325648\(\times 10^{2}\)\(\pm\) 2.787079\(\times 10^{1}\) & 6.979019\(\times 10^{1}\)\(\pm\) 2.009190\(\times 10^{1}\) \\ f20 & **1.315492\(\times 10^{3}\)\(\pm\) 2.221504\(\times 10^{2}\)** & 1.415311\(\times 10^{3}\)\(\pm\) 1.801826\(\times 10^{2}\) & 1.400301\(\times 10^{3}\)\(\pm\) 1.908523\(\times 10^{2}\)\(\pm\) 1.908523\(\times 10^{2}\) \\ f21 & 2.683218\(\times 10^{2}\)\(\pm\) 5.769608\(\times 10^{2}\)\(\pm\) 2.521659\(\times 10^{2}\)\(\pm\) 4.632993\(\times 10^{3}\)\(\pm\) 2.611613\(\times 10^{2}\) & 6.682406\(\times 10^{2}\)\(\pm\) 5.472684\(\times 10^{2}\)\(\pm\) 5.856186\(\times 10^{2}\) \\ f22 & **1.040296\(\times 10^{4}\)\(\pm\) 5.472970\(\times 10^{1}\)\(\pm\) 1.082725\(\times 10^{4}\)\(\pm\) 3.730361\(\times 10^{2}\) & 1.069680\(\times 10^{4}\)\(\pm\) 5.856186\(\times 10^{2}\) \\ f23 & 5.802729\(\times 10^{2}\)\(\pm\) 1.030188\(\times 10^{1}\) & 5.690771\(\times