Table 8 The comparison of obtained solutions for CEC 2017 functions.
F | D | EI | HRO | GWO | HO | IVYA | HRO-GWO |
|---|---|---|---|---|---|---|---|
F1 | 10 | Best | 4.202e+03 | 2.719e+03 | 2.510e+02 | 1.079e+02 | 3.493e+06 |
Avg | 1.118e+07 | 3.273e+07 | 7.160e+03 | 3.502e+07 | 1.076e+07 | ||
Wor. | 5.825e+07 | 4.974e+08 | 3.469e+04 | 1.042e+09 | 2.010e+07 | ||
Std | 1.696e+07 | 1.088e+08 | 9.046e+03 | 1.902e+08 | 4.104e+06 | ||
30 | Best | 4.969e+09 | 1.325e+07 | 6.842e+04 | 1.257e+02 | 2.388e+08 | |
Avg | 7.697e+09 | 1.508e+09 | 7.681e+05 | 7.820e+06 | 5.673e+08 | ||
Wor. | 1.343e+10 | 3.849e+09 | 1.003e+07 | 2.202e+08 | 1.237e+09 | ||
Std | 1.898e+09 | 9.554e+08 | 1.898e+06 | 4.020e+07 | 2.836e+08 | ||
50 | Best | 4.106e+10 | 3.205e+09 | 1.107e+08 | 2.872e+02 | 1.042e+09 | |
Avg | 6.083e+10 | 7.471e+09 | 1.737e+09 | 3.309e+04 | 3.764e+09 | ||
Wor. | 7.985e+10 | 1.646e+10 | 3.287e+09 | 1.626e+05 | 8.295e+09 | ||
Std | 9.650e+09 | 3.510e+09 | 1.024e+09 | 1.626e+05 | 1.524e+09 | ||
F3 | 10 | Best | 2.242e+03 | 3.258e+02 | 3.020e+02 | 3.000e+02 | 3.065e+02 |
Avg | 5.906e+03 | 2.112e+03 | 4.601e+02 | 3.236e+02 | 3.464e+02 | ||
Wor. | 1.256e+04 | 1.330e+04 | 9.215e+02 | 4.572e+02 | 5.036e+02 | ||
Std | 2.552e+03 | 3.051e+03 | 1.463e+02 | 4.020e+01 | 4.821e+01 | ||
30 | Best | 7.260e+04 | 2.185e+04 | 2.553e+04 | 3.550e+04 | 3.171e+03 | |
Avg | 1.023e+05 | 3.977e+04 | 4.239e+04 | 5.185e+04 | 1.037e+03 | ||
Wor. | 1.466e+05 | 5.638e+04 | 5.189e+04 | 7.374e+04 | 2.007e+04 | ||
Std | 1.711e+04 | 1.037e+04 | 6.033e+03 | 9.036e+03 | 4.178e+03 | ||
50 | Best | 1.668e+05 | 7.103e+04 | 7.730e+04 | 1.361e+05 | 3.007e+04 | |
Avg | 2.220e+05 | 1.035e+05 | 1.072e+05 | 2.613e+05 | 4.571e+04 | ||
Wor. | 2.747e+05 | 1.457e+05 | 1.240e+05 | 4.588e+05 | 6.036e+04 | ||
Std | 2.758e+04 | 2.034e+04 | 1.198e+04 | 7.475e+04 | 8.231e+03 | ||
F4 | 10 | Best | 4.059e+02 | 4.040e+02 | 4.000e+02 | 4.000e+02 | 4.017e+02 |
Avg | 4.080e+02 | 4.146e+02 | 4.126e+02 | 4.074e+02 | 4.069e+02 | ||
Wor. | 4.151e+02 | 4.638e+02 | 4.731e+02 | 4.852e+02 | 4.088e+02 | ||
Std | 2.004e+02 | 1.697e+01 | 2.151e+01 | 1.526e+01 | 1.486e+00 | ||
30 | Best | 6.767e+02 | 5.075e+02 | 4.804e+02 | 4.695e+02 | 5.022e+02 | |
Avg | 8.630e+02 | 6.021e+02 | 5.916e+02 | 5.033e+02 | 5.357e+02 | ||
Wor. | 1.404e+03 | 7.540e+02 | 7.232e+02 | 5.641e+02 | 5.588e+02 | ||
Std | 1.478e+02 | 5.924e+02 | 5.733e+01 | 2.150e+01 | 2.349e−123 | ||
50 | Best | 2.646e+03 | 6.799e+02 | 8.319e+02 | 4.761e+02 | 6.731e+02 | |
Avg | 4.743e+03 | 1.095e+03 | 1.097e+03 | 5.600e+02 | 7.978e+02 | ||
Wor. | 7.493e+03 | 1.072e+03 | 1.556e+03 | 6.771e+02 | 1.062e+03 | ||
Std | 1.146e+03 | 3.146e+02 | 1.615e+02 | 5.588e+01 | 8.443e+01 | ||
F5 | 10 | Best | 5.359e+02 | 5.062e+02 | 5.070e+02 | 5.070e+02 | 5.094e+02 |
Avg | 5.468e+02 | 5.192e+02 | 5.337e+02 | 5.280e+02 | 5.153e+02 | ||
Wor. | 5.613e+02 | 5.500e+02 | 5.567e+02 | 5.662e+02 | 5.269e+02 | ||
Std | 6.469e+00 | 8.954e+00 | 1.302e+01 | 1.410e+01 | 4.017e+00 | ||
30 | Best | 7.958e+02 | 5.806e+02 | 6.086e+02 | 6.373e+02 | 6.103e+02 | |
Avg | 8.533e+02 | 6.613e+02 | 7.210e+02 | 7.140e+02 | 6.540e+02 | ||
Wor. | 8.960e+02 | 7.430e+02 | 7.906e+02 | 8.094e+02 | 6.960e+02 | ||
Std | 2.508e+01 | 3.965e+01 | 4.425e+01 | 4.423e+01 | 2.019e+01 | ||
50 | Best | 1.170e+03 | 7.107e+02 | 7.760e+02 | 7.467e+02 | 7.546e+02 | |
Avg | 1.225e+03 | 7.797e+02 | 8.512e+02 | 8.465e+02 | 8.164e+02 | ||
Wor. | 1.330e+03 | 1.004e+03 | 9.144e+02 | 8.970e+02 | 8.845e+02 | ||
Std | 4.105e+01 | 3.024e+01 | 3.116e+01 | 4.250e+01 | 2.714e+01 | ||
F6 | 10 | Best | 6.074e+02 | 6.000e+02 | 6.089e+02 | 6.000e+02 | 6.012e+02 |
Avg | 6.120e+02 | 6.118e+02 | 6.229e+02 | 6.014e+02 | 6.009e+02 | ||
Wor. | 6.250e+02 | 6.045e+02 | 6.461e+02 | 6.261e+02 | 6.033e+02 | ||
Std | 3.415e+00 | 1.009e+00 | 9.888e+00 | 4.962e+00 | 4.331e−01 | ||
30 | Best | 6.552e+02 | 6.093e+02 | 6.428e+02 | 6.000e+02 | 6.071e+02 | |
Avg | 6.677e+02 | 6.173e+02 | 6.564e+02 | 6.114e+02 | 6.098e+02 | ||
Wor. | 6.841e+02 | 6.171e+02 | 6.721e+02 | 6.410e+02 | 6.169e+02 | ||
Std | 7.096e+00 | 3.463e+00 | 7.674e+00 | 1.294e+01 | 2.159e+00 | ||
50 | Best | 6.780e+02 | 6.086e+02 | 6.572e+02 | 6.010e+02 | 6.135e+02 | |
Avg | 6.952e+02 | 6.177e+02 | 6.662e+02 | 6.228e+02 | 6.176e+02 | ||
Wor. | 7.075e+02 | 6.302e+02 | 6.765e+02 | 6.638e+02 | 6.251e+02 | ||
Std | 6.101e+00 | 4.706e+00 | 5.505e+00 | 1.962e+01 | 3.272e+00 | ||
F7 | 10 | Best | 7.458e+02 | 7.331e+02 | 7.294e+02 | 7.474e+02 | 7.228e+02 |
Avg | 7.715e+02 | 7.406e+02 | 7.574e+02 | 7.955e+02 | 7.331e+02 | ||
Wor. | 7.833e+02 | 7.657e+02 | 7.810e+02 | 8.390e+02 | 7.414e+02 | ||
Std | 1.014e+01 | 1.292e+01 | 1.776e+01 | 2.042e+01 | 4.379e+00 | ||
30 | Best | 1.344e+03 | 8.275e+02 | 1.074e+03 | 1.037e+03 | 8.891e+02 | |
Avg | 1.473e+03 | 9.298e+02 | 1.167e+03 | 1.247e+03 | 9.216e+02 | ||
Wor. | 1.648e+03 | 1.066e+03 | 1.245e+03 | 1.374e+03 | 9.549e+02 | ||
Std | 7.743e+01 | 6.894e+01 | 4.645e+01 | 8.805e+01 | 1.796e+01 | ||
50 | Best | 2.481e+03 | 1.036e+03 | 1.511e+03 | 1.320e+03 | 1.132e+03 | |
Avg | 2.762e+03 | 1.184e+03 | 1.605e+03 | 1.670e+03 | 1.175e+03 | ||
Wor. | 3.094e+03 | 1.473e+03 | 1.745e+03 | 1.797e+03 | 1.274e+03 | ||
Std | 1.462e+02 | 8.681e+01 | 6.235e+01 | 1.327e+02 | 3.744e+01 | ||
F8 | 10 | Best | 8.266e+02 | 8.072e+02 | 8.129e+02 | 8.139e+02 | 8.050e+02 |
Avg | 8.457e+02 | 8.167e+02 | 8.201e+02 | 8.240e+02 | 8.108e+02 | ||
Wor. | 8.607e+02 | 8.326e+02 | 8.279e+02 | 8.368e+02 | 8.201e+02 | ||
Std | 7.260e+00 | 6.279e+00 | 4.263e+00 | 6.859e+00 | 2.995e+00 | ||
30 | Best | 1.008e+03 | 8.632e+02 | 9.035e+02 | 8.965e+02 | 8.868e+02 | |
Avg | 1.141e+03 | 9.191e+02 | 9.637e+02 | 9.604e+02 | 9.157e+02 | ||
Wor. | 1.182e+03 | 9.994e+02 | 1.010e+03 | 1.003e+03 | 9.462e+02 | ||
Std | 2.149e+01 | 3.318e+01 | 2.476e+01 | 2.887e+01 | 1.398e+01 | ||
50 | Best | 1.471e+03 | 1.023e+03 | 1.048e+03 | 1.088e+03 | 1.083e+03 | |
Avg | 1.540e+03 | 1.112e+03 | 1.136e+03 | 1.175e+03 | 1.125e+03 | ||
Wor. | 1.653e+03 | 1.389e+03 | 1.210e+03 | 1.234e+03 | 1.187e+03 | ||
Std | 4.195e+01 | 7.905e+01 | 3.838e+01 | 4.770e+01 | 2.534e+01 | ||
F9 | 10 | Best | 9.623e+02 | 9.002e+02 | 9.220e+02 | 9.460e+02 | 9.000e+02 |
Avg | 1.110e+03 | 9.186e+02 | 1.142e+03 | 1.534e+03 | 9.009e+02 | ||
Wor. | 1.250e+03 | 1.096e+03 | 1.394e+03 | 1.843e+03 | 9.016e+02 | ||
Std | 6.254e+01 | 3.835e+01 | 1.429e+02 | 2.528e+02 | 3.230e−01 | ||
30 | Best | 9.116e+03 | 1.116e+03 | 3.303e+03 | 4.062e+03 | 1.029e+03 | |
Avg | 1.138e+04 | 1.941e+03 | 4.948e+03 | 5.199e+03 | 1.259e+03 | ||
Wor. | 1.623e+04 | 5.130e+03 | 6.153e+03 | 5.872e+03 | 1.669e+03 | ||
Std | 1.780e+03 | 8.429e+02 | 7.818e+02 | 4.338e+02 | 1.532e+02 | ||
50 | Best | 2.796e+04 | 3.485e+03 | 1.208e+04 | 9.917e+03 | 2.745e+03 | |
Avg | 3.884e+04 | 9.972e+03 | 1.589e+04 | 1.270e+04 | 4.449e+03 | ||
Wor. | 4.667e+04 | 2.224e+04 | 2.033e+04 | 1.451e+04 | 6.484e+03 | ||
Std | 4.132e+03 | 5.199e+03 | 2.135e+03 | 1.180e+03 | 9.703e+02 | ||
F10 | 10 | Best | 1.493e+03 | 1.055e+03 | 1.329e+03 | 1.604e+03 | 1.047e+03 |
Avg | 2.147e+03 | 1.647e+03 | 1.817e+03 | 2.206e+03 | 1.506e+03 | ||
Wor. | 2.611e+03 | 2.689e+03 | 2.270e+03 | 3.195e+03 | 1.864e+03 | ||
Std | 2.811e+02 | 3.128e+02 | 2.549e+02 | 3.617e+02 | 1.871e+02 | ||
30 | Best | 7.503e+03 | 3.294e+03 | 4.070e+03 | 4.145e+03 | 4.585e+03 | |
Avg | 8.478e+03 | 5.049e+03 | 5.064e+03 | 5.199e+03 | 6.084e+03 | ||
Wor. | 9.066e+03 | 8.556e+03 | 5.950e+03 | 6.824e+03 | 7.786e+03 | ||
Std | 3.590e+02 | 1.419e+03 | 4.640e+02 | 6.456e+02 | 8.610e+02 | ||
50 | Best | 1.426e+04 | 6.214e+03 | 6.747e+03 | 6.407e+03 | 8.378e+03 | |
Avg | 1.498e+04 | 9.156e+03 | 8.465e+03 | 8.200e+03 | 1.101e+04 | ||
Wor. | 1.565e+04 | 1.567e+04 | 1.060e+04 | 9.749e+03 | 1.347e+04 | ||
Std | 3.691e+02 | 2.995e+03 | 8.595e+02 | 9.488e+02 | 1.288e+03 | ||
F11 | 10 | Best | 1.135e+03 | 1.109e+03 | 1.110e+03 | 1.106e+03 | 1.106e+03 |
Avg | 1.156e+03 | 1.154e+03 | 1.144e+03 | 1.140e+03 | 1.111e+03 | ||
Wor. | 1.209e+03 | 1.266e+03 | 1.342e+03 | 1.226e+03 | 1.119e+03 | ||
Std | 1.785e+01 | 4.237e+01 | 4.076e+01 | 2.651e+01 | 2.934e+00 | ||
30 | Best | 3.103e+03 | 1.294e+03 | 1.284e+03 | 1.157e+03 | 1.137e+03 | |
Avg | 5.848e+03 | 1.637e+03 | 1.501e+03 | 1.314e+03 | 1.304e+03 | ||
Wor. | 8.041e+03 | 3.324e+03 | 2.042e+03 | 2.509e+03 | 1.438e+03 | ||
Std | 1.036e+03 | 4.633e+02 | 1.786e+02 | 2.498e+02 | 3.851e+01 | ||
50 | Best | 8.879e+03 | 1.611e+03 | 1.686e+03 | 1.356e+03 | 1.530e+03 | |
Avg | 2.227e+04 | 4.252e+03 | 2.289e+03 | 2.169e+03 | 1.816e+03 | ||
Wor. | 3.503e+04 | 9.272e+03 | 3.165e+03 | 3.160e+03 | 3.829e+03 | ||
Std | 5.325e+03 | 1.949e+03 | 3.280e+02 | 5.122e+02 | 4.075e+02 | ||
F12 | 10 | Best | 2.742e+05 | 2.111e+04 | 3.808e+03 | 8.168e+03 | 2.699e+04 |
Avg | 5.959e+06 | 8.106e+05 | 1.712e+05 | 9.156e+05 | 1.395e+05 | ||
Wor. | 2.002e+07 | 3.602e+06 | 9.280e+05 | 3.188e+06 | 8.651e+05 | ||
Std | 4.798e+06 | 9.518e+05 | 2.470e+05 | 1.052e+06 | 1.541e+05 | ||
30 | Best | 3.563e+07 | 1.865e+06 | 5.769e+06 | 2.946e+05 | 2.503e+07 | |
Avg | 1.648e+08 | 9.399e+07 | 5.604e+07 | 1.882e+06 | 4.431e+07 | ||
Wor. | 5.547e+08 | 4.189e+08 | 1.740e+08 | 4.133e+06 | 7.837e+07 | ||
Std | 1.324e+08 | 1.215e+08 | 4.581e+07 | 9.942e+05 | 1.438e+07 | ||
50 | Best | 1.639e+09 | 2.950e+07 | 9.183e+07 | 1.053e+06 | 2.975e+08 | |
Avg | 3.441e+09 | 6.022e+08 | 1.227e+09 | 5.344e+06 | 4.634e+08 | ||
Wor. | 6.001e+09 | 2.636e+09 | 4.718e+08 | 2.028e+07 | 8.774e+08 | ||
Std | 1.117e+09 | 6.436e+08 | 2.767e+08 | 3.814e+06 | 1.377e+08 | ||
F13 | 10 | Best | 1.804e+03 | 2.154e+03 | 1.570e+03 | 1.416e+03 | 1.351e+03 |
Avg | 9.832e+03 | 1.375e+04 | 3.709e+03 | 8.127e+03 | 4.288e+03 | ||
Wor. | 2.743e+04 | 3.254e+04 | 7.267e+03 | 2.571e+04 | 1.130e+04 | ||
Std | 8.366e+03 | 7.956e+03 | 1.800e+03 | 7.639e+03 | 2.997e+03 | ||
30 | Best | 3.511e+05 | 2.964e+04 | 2.266e+04 | 4.068e+03 | 1.122e+06 | |
Avg | 2.289e+07 | 8.387e+06 | 1.429e+05 | 2.323e+04 | 9.642e+06 | ||
Wor. | 1.623e+08 | 1.059e+08 | 5.669e+05 | 5.850e+04 | 2.364e+07 | ||
Std | 3.380e+07 | 2.306e+07 | 1.048e+05 | 1.367e+04 | 5.702e+06 | ||
50 | Best | 5.400e+04 | 6.442e+05 | 4.133e+04 | 3.632e+03 | 6.717e+07 | |
Avg | 1.849e+08 | 1.577e+08 | 3.582e+05 | 1.272e+04 | 1.182e+08 | ||
Wor. | 7.474e+08 | 7.068e+08 | 5.316e+06 | 4.082e+04 | 1.897e+08 | ||
Std | 2.146e+08 | 1.732e+08 | 9.533e+05 | 9.121e+03 | 3.570e+07 | ||
F14 | 10 | Best | 1.484e+03 | 1.454e+03 | 1.434e+03 | 1.487e+03 | 1.411e+03 |
Avg | 1.629e+03 | 3.061e+03 | 1.473e+03 | 8.062e+03 | 1.442e+03 | ||
Wor. | 2.045e+03 | 5.650e+03 | 1.515e+03 | 2.632e+04 | 1.461e+03 | ||
Std | 1.250e+02 | 1.843e+03 | 2.227e+01 | 7.532e+03 | 1.046e+01 | ||
30 | Best | 7.722e+04 | 8.117e+03 | 4.568e+03 | 1.774e+04 | 6.241e+03 | |
Avg | 2.901e+05 | 2.883e+05 | 2.353e+05 | 8.300e+05 | 4.212e+04 | ||
Wor. | 5.783e+05 | 1.237e+06 | 9.917e+05 | 4.156e+06 | 1.429e+05 | ||
Std | 1.272e+05 | 3.454e+05 | 2.415e+05 | 9.810e+05 | 3.082e+04 | ||
50 | Best | 1.042e+06 | 9.481e+04 | 1.731e+05 | 1.452e+05 | 9.072e+04 | |
Avg | 2.872e+06 | 2.053e+06 | 1.273e+06 | 1.537e+06 | 3.945e+05 | ||
Wor. | 6.411e+06 | 6.017e+06 | 4.540e+06 | 3.649e+06 | 1.020e+06 | ||
Std | 1.215e+06 | 1.774e+06 | 1.118e+06 | 1.047e+06 | 2.282e+05 | ||
F15 | 10 | Best | 1.731e+03 | 1.715e+03 | 1.608e+03 | 1.666e+03 | 1.505e+03 |
Avg | 2.726e+03 | 4.183e+03 | 1.991e+03 | 7.246e+03 | 1.529e+03 | ||
Wor. | 4.415e+03 | 1.071e+04 | 2.813e+03 | 2.087e+04 | 1.559e+03 | ||
Std | 6.681e+02 | 2.104e+03 | 3.535e+02 | 5.888e+03 | 1.324e+01 | ||
30 | Best | 5.647e+04 | 1.732e+04 | 8.916e+03 | 2.199e+03 | 1.921e+04 | |
Avg | 9.257e+06 | 6.128e+05 | 2.178e+04 | 6.050e+03 | 1.319e+05 | ||
Wor. | 3.104e+07 | 3.994e+06 | 6.405e+04 | 3.540e+04 | 6.155e+05 | ||
Std | 1.028e+07 | 1.086e+06 | 1.250e+04 | 6.107e+03 | 1.259e+05 | ||
50 | Best | 9.197e+05 | 3.049e+04 | 9.557e+03 | 3.120e+03 | 1.803e+06 | |
Avg | 3.292e+07 | 8.191e+06 | 9.104e+04 | 1.290e+07 | 8.343e+06 | ||
Wor. | 2.589e+08 | 4.589e+07 | 1.009e+06 | 3.537e+08 | 2.119e+07 | ||
Std | 5.348e+07 | 1.396e+07 | 1.768e+05 | 6.464e+07 | 4.769e+06 | ||
F16 | 10 | Best | 1.644e+03 | 1.605e+03 | 1.617e+03 | 1.604e+03 | 1.603e+03 |
Avg | 1.695e+03 | 1.689e+03 | 1.849e+03 | 1.919e+03 | 1.638e+03 | ||
Wor. | 1.848e+03 | 1.998e+03 | 2.063e+03 | 2.313e+03 | 1.843e+03 | ||
Std | 4.781e+01 | 9.138e+01 | 1.186e+02 | 2.075e+02 | 5.853e+01 | ||
30 | Best | 3.155e+03 | 1.979e+03 | 2.721e+03 | 2.314e+03 | 1.973e+03 | |
Avg | 3.834e+03 | 2.477e+03 | 3.430e+03 | 2.987e+03 | 2.367e+03 | ||
Wor. | 4.213e+03 | 2.999e+03 | 4.070e+03 | 3.723e+03 | 2.815e+03 | ||
Std | 2.650e+02 | 2.718e+02 | 3.367e+02 | 3.595e+02 | 2.228e+02 | ||
50 | Best | 5.314e+03 | 2.526e+03 | 3.556e+03 | 2.714e+03 | 2.427e+03 | |
Avg | 6.007e+03 | 3.173e+03 | 4.776e+03 | 3.713e+03 | 3.141e+03 | ||
Wor. | 6.565e+03 | 4.695e+03 | 6.183e+03 | 4.518e+03 | 3.736e+03 | ||
Std | 3.241e+02 | 4.958e+02 | 7.174e+02 | 4.806e+02 | 2.593e+02 | ||
F17 | 10 | Best | 1.749e+03 | 1.716e+03 | 1.739e+03 | 1.729e+03 | 1.720e+03 |
Avg | 1.780e+03 | 1.753e+03 | 1.761e+03 | 1.788e+03 | 1.741e+03 | ||
Wor. | 1.810e+03 | 1.805e+03 | 1.793e+03 | 1.972e+03 | 1.789e+03 | ||
Std | 1.262e+01 | 1.958e+01 | 1.188e+01 | 7.744e+01 | 1.306e+01 | ||
30 | Best | 2.256e+03 | 1.808e+03 | 1.979e+03 | 1.802e+03 | 1.727e+03 | |
Avg | 2.613e+03 | 1.981e+03 | 2.361e+03 | 2.625e+03 | 1.961e+03 | ||
Wor. | 2.908e+03 | 2.275e+03 | 2.792e+03 | 3.099e+03 | 2.124e+03 | ||
Std | 1.825e+02 | 1.356e+02 | 2.100e+02 | 2.745e+02 | 8.104e+01 | ||
50 | Best | 4.325e+03 | 2.470e+03 | 2.912e+03 | 2.430e+03 | 2.428e+03 | |
Avg | 4.905e+03 | 2.955e+03 | 3.588e+03 | 3.580e+03 | 2.947e+03 | ||
Wor. | 5.414e+03 | 3.738e+03 | 4.376e+03 | 4.507e+03 | 3.478e+03 | ||
Std | 3.120e+02 | 3.634e+02 | 3.836e+02 | 4.675e+02 | 2.954e+02 | ||
F18 | 10 | Best | 7.298e+03 | 2.889e+03 | 1.846e+03 | 2.713e+03 | 3.071e+03 |
Avg | 2.527e+04 | 2.914e+03 | 2.397e+04 | 1.416e+04 | 2.236e+04 | ||
Wor. | 1.156e+05 | 5.532e+04 | 5.147e+03 | 4.199e+04 | 4.833e+04 | ||
Std | 2.134e+04 | 1.416e+04 | 9.235e+01 | 1.139e+04 | 1.235e+04 | ||
30 | Best | 1.052e+06 | 5.170e+04 | 5.076e+04 | 8.266e+04 | 7.160e+04 | |
Avg | 6.876e+06 | 1.430e+06 | 1.375e+06 | 1.208e+06 | 4.947e+05 | ||
Wor. | 2.058e+07 | 7.450e+06 | 5.950e+06 | 6.972e+06 | 1.268e+06 | ||
Std | 4.282e+06 | 1.678e+06 | 1.362e+06 | 1.407e+06 | 3.018e+05 | ||
50 | Best | 8.580e+06 | 1.030e+06 | 5.695e+05 | 1.815e+05 | 1.011e+06 | |
Avg | 2.700e+07 | 9.266e+06 | 2.533e+06 | 2.812e+06 | 2.488e+06 | ||
Wor. | 4.692e+07 | 5.185e+07 | 6.130e+06 | 1.011e+07 | 4.453e+06 | ||
Std | 1.014e+07 | 1.192e+07 | 1.543e+06 | 2.528e+06 | 8.903e+05 | ||
F19 | 10 | Best | 2.080e+03 | 1.917e+03 | 1.923e+03 | 1.952e+03 | 1.905e+03 |
Avg | 2.390e+03 | 6.786e+03 | 2.154e+03 | 1.646e+04 | 1.933e+03 | ||
Wor. | 2.793e+03 | 1.502e+04 | 3.745e+03 | 1.545e+05 | 1.981e+03 | ||
Std | 2.147e+02 | 5.810e+03 | 4.523e+02 | 2.962e+04 | 2.023e+01 | ||
30 | Best | 5.733e+04 | 4.858e+03 | 3.076e+04 | 2.136e+03 | 2.850e+04 | |
Avg | 1.958e+07 | 2.737e+06 | 9.852e+05 | 6.263e+03 | 2.056e+05 | ||
Wor. | 7.632e+07 | 3.305e+07 | 2.847e+06 | 1.649e+04 | 6.030e+05 | ||
Std | 2.119e+07 | 7.044e+06 | 8.423e+05 | 3.643e+03 | 1.320e+05 | ||
50 | Best | 7.123e+04 | 7.272e+04 | 1.860e+05 | 4.915e+03 | 1.786e+06 | |
Avg | 2.241e+07 | 6.532e+06 | 5.960e+06 | 3.632e+04 | 7.068e+06 | ||
Wor. | 1.153e+08 | 9.907e+07 | 1.392e+07 | 4.137e+05 | 1.630e+07 | ||
Std | 2.968e+07 | 1.886e+07 | 4.193e+06 | 7.713e+04 | 3.605e+06 | ||
F20 | 10 | Best | 2.047e+03 | 2.026e+03 | 2.034e+03 | 2.002e+03 | 2.027e+03 |
Avg | 2.070e+03 | 2.087e+03 | 2.087e+03 | 2.103e+03 | 2.040e+03 | ||
Wor. | 2.091e+03 | 2.215e+03 | 2.215e+03 | 2.255e+03 | 2.063e+03 | ||
Std | 1.090e+01 | 6.073e+01 | 4.852e+01 | 7.975e+01 | 8.999e+00 | ||
30 | Best | 2.433e+03 | 2.169e+03 | 2.370e+03 | 2.335e+03 | 2.150e+03 | |
Avg | 2.832e+03 | 2.418e+03 | 2.536e+03 | 2.733e+03 | 2.328e+03 | ||
Wor. | 3.017e+03 | 2.736e+03 | 2.663e+03 | 3.277e+03 | 2.584e+03 | ||
Std | 1.286e+02 | 1.467e+02 | 7.628e+01 | 2.311e+02 | 1.022e+02 | ||
50 | Best | 3.605e+03 | 2.694e+03 | 2.851e+03 | 2.889e+03 | 2.643e+03 | |
Avg | 4.166e+03 | 3.148e+03 | 3.130e+03 | 3.438e+03 | 3.109e+03 | ||
Wor. | 4.566e+03 | 4.564e+03 | 3.477e+03 | 4.137e+03 | 3.818e+03 | ||
Std | 2.401e+02 | 4.123e+02 | 2.743e+02 | 2.743e+02 | 2.891e+02 | ||
F21 | 10 | Best | 2.208e+03 | 2.201e+03 | 2.203e+03 | 2.200e+03 | 2.201e+03 |
Avg | 2.215e+03 | 2.304e+03 | 2.298e+03 | 2.301e+03 | 2.295e+03 | ||
Wor. | 2.355e+03 | 2.342e+03 | 2.360e+03 | 2.335e+03 | 2.323e+03 | ||
Std | 2.652e+01 | 3.517e+01 | 6.368e+01 | 4.046e+01 | 4.265e+01 | ||
30 | Best | 2.581e+03 | 2.348e+03 | 2.441e+03 | 2.337e+03 | 2.392e+03 | |
Avg | 2.626e+03 | 2.396e+03 | 2.523e+03 | 2.399e+03 | 2.431e+03 | ||
Wor. | 2.663e+03 | 2.477e+03 | 2.629e+03 | 2.495e+03 | 2.493e+03 | ||
Std | 2.027e+01 | 3.030e+01 | 4.299e+01 | 3.464e+01 | 2.402e+01 | ||
50 | Best | 2.890e+03 | 2.440e+03 | 2.650e+03 | 2.433e+03 | 2.549e+03 | |
Avg | 3.021e+03 | 2.526e+03 | 2.776e+03 | 2.527e+03 | 2.611e+03 | ||
Wor. | 3.114e+03 | 2.810e+03 | 2.881e+03 | 2.690e+03 | 2.681e+03 | ||
Std | 5.337e+01 | 7.894e+01 | 5.714e+01 | 6.992e+01 | 3.078e+01 | ||
F22 | 10 | Best | 2.276e+03 | 2.212e+03 | 2.302e+03 | 2.249e+03 | 2.308e+03 |
Avg | 2.309e+03 | 2.306e+03 | 2.308e+03 | 2.305e+03 | 2.311e+03 | ||
Wor. | 2.326e+03 | 2.363e+03 | 2.320e+03 | 2.320e+03 | 2.312e+03 | ||
Std | 1.057e+01 | 2.133e+01 | 4.201e+00 | 1.082e+01 | 4.265e+01 | ||
30 | Best | 3.422e+03 | 2.418e+03 | 2.303e+03 | 2.300e+03 | 2.375e+03 | |
Avg | 4.375e+03 | 4.260e+03 | 4.812e+03 | 3.898e+03 | 6.097e+03 | ||
Wor. | 5.637e+03 | 9.185e+03 | 8.134e+03 | 7.945e+03 | 9.251e+03 | ||
Std | 4.911e+02 | 1.845e+03 | 2.395e+03 | 2.238e+03 | 2.196e+03 | ||
50 | Best | 1.136e+04 | 7.980e+03 | 8.430e+03 | 7.478e+03 | 1.067e+04 | |
Avg | 1.615e+04 | 9.473e+03 | 1.088e+04 | 9.876e+03 | 1.319e+04 | ||
Wor. | 1.752e+04 | 1.643e+04 | 1.263e+04 | 1.190e+04 | 1.573e+04 | ||
Std | 1.547e+03 | 1.534e+03 | 1.023e+03 | 1.099e+03 | 1.300e+03 | ||
F23 | 10 | Best | 2.476e+03 | 2.606e+03 | 2.611e+03 | 2.603e+03 | 2.613e+03 |
Avg | 2.630e+03 | 2.619e+03 | 2.634e+03 | 2.618e+03 | 2.621e+03 | ||
Wor. | 2.655e+03 | 2.644e+03 | 2.667e+03 | 2.658e+03 | 2.634e+03 | ||
Std | 3.155e+01 | 1.126e+01 | 1.323e+01 | 1.077e+01 | 4.879e+00 | ||
30 | Best | 2.897e+03 | 2.635e+03 | 2.796e+03 | 2.702e+03 | 2.786e+03 | |
Avg | 2.939e+03 | 2.760e+03 | 2.967e+03 | 2.767e+03 | 2.820e+03 | ||
Wor. | 2.971e+03 | 2.874e+03 | 3.136e+03 | 2.970e+03 | 2.864e+03 | ||
Std | 2.024e+01 | 4.233e+01 | 7.783e+01 | 6.035e+01 | 1.680e+01 | ||
50 | Best | 3.320e+03 | 2.897e+03 | 3.181e+03 | 2.851e+03 | 3.030e+03 | |
Avg | 3.396e+03 | 3.002e+03 | 3.484e+03 | 3.027e+03 | 3.114e+03 | ||
Wor. | 3.457e+03 | 3.272e+03 | 3.945e+03 | 3.424e+03 | 3.193e+03 | ||
Std | 3.771e+01 | 7.966e+01 | 1.634e+02 | 1.175e+02 | 3.743e+01 | ||
F24 | 10 | Best | 2.569e+03 | 2.502e+03 | 2.430e+03 | 2.500e+03 | 2.713e+03 |
Avg | 2.643e+03 | 2.730e+03 | 2.670e+03 | 2.720e+03 | 2.749e+03 | ||
Wor. | 2.782e+03 | 2.767e+03 | 2.834e+03 | 2.766e+03 | 2.759e+03 | ||
Std | 6.087e+01 | 6.240e+01 | 1.384e+02 | 7.530e+01 | 8.854e+00 | ||
30 | Best | 3.064e+03 | 2.884e+03 | 2.996e+03 | 2.865e+03 | 2.964e+03 | |
Avg | 3.091e+03 | 2.942e+03 | 3.187e+03 | 2.939e+03 | 2.999e+03 | ||
Wor. | 3.140e+03 | 3.060e+03 | 3.386e+03 | 3.193e+03 | 3.029e+03 | ||
Std | 1.726e+01 | 5.043e+01 | 9.283e+01 | 7.488e+01 | 1.701e+01 | ||
50 | Best | 3.407e+03 | 3.067e+03 | 3.496e+03 | 3.009e+03 | 3.252e+03 | |
Avg | 3.508e+03 | 3.197e+03 | 3.853e+03 | 3.204e+03 | 3.290e+03 | ||
Wor. | 4.886e+03 | 3.439e+03 | 4.397e+03 | 4.107e+03 | 3.330e+03 | ||
Std | 2.618e+02 | 1.222e+02 | 2.081e+02 | 2.157e+02 | 2.187e+01 | ||
F25 | 10 | Best | 2.909e+03 | 2.898e+03 | 2.900e+03 | 2.898e+03 | 2.898e+03 |
Avg | 2.929e+03 | 2.939e+03 | 2.926e+03 | 2.934e+03 | 2.925e+03 | ||
Wor. | 2.954e+03 | 2.985e+03 | 2.960e+03 | 2.965e+03 | 2.947e+03 | ||
Std | 1.564e+01 | 1.864e+01 | 2.471e+01 | 2.333e+01 | 2.133e+01 | ||
30 | Best | 3.131e+03 | 2.919e+03 | 2.943e+03 | 2.884e+03 | 2.900e+03 | |
Avg | 3.607e+03 | 2.975e+03 | 2.991e+03 | 2.908e+03 | 2.928e+03 | ||
Wor. | 4.713e+03 | 3.113e+03 | 3.049e+03 | 2.940e+03 | 2.971e+03 | ||
Std | 2.696e+02 | 3.915e+01 | 2.619e+01 | 2.106e+01 | 1.588e+01 | ||
50 | Best | 5.642e+03 | 3.275e+03 | 3.207e+03 | 3.056e+03 | 3.122e+03 | |
Avg | 1.043e+04 | 3.550e+03 | 3.484e+03 | 3.103e+03 | 3.260e+03 | ||
Wor. | 1.876e+04 | 4.001e+03 | 3.860e+03 | 3.127e+03 | 3.500e+03 | ||
Std | 3.641e+03 | 1.816e+02 | 1.597e+02 | 1.689e+01 | 8.272e+01 | ||
F26 | 10 | Best | 2.940e+03 | 2.900e+03 | 2.600e+03 | 2.600e+03 | 2.909e+03 |
Avg | 2.994e+03 | 3.071e+03 | 3.075e+03 | 3.130e+03 | 2.993e+03 | ||
Wor. | 3.030e+03 | 3.910e+03 | 3.956e+03 | 3.955e+03 | 3.872e+03 | ||
Std | 1.961e+01 | 3.372e+02 | 3.063e+01 | 3.145e+02 | 2.374e+01 | ||
30 | Best | 4.557e+03 | 3.427e+03 | 2.811e+03 | 2.800e+03 | 4.704e+03 | |
Avg | 6.664e+03 | 4.571e+03 | 7.254e+03 | 6.444e+03 | 5.078e+03 | ||
Wor. | 7.484e+03 | 5.730e+03 | 9.215e+03 | 8.214e+03 | 5.506e+03 | ||
Std | 5.811e+02 | 4.120e+02 | 1.389e+03 | 1.359e+03 | 2.127e+02 | ||
50 | Best | 9.244e+03 | 5.699e+03 | 5.585e+03 | 5.571e+03 | 6.989e+03 | |
Avg | 1.038e+04 | 6.543e+03 | 1.165e+04 | 1.004e+04 | 7.556e+03 | ||
Wor. | 1.103e+04 | 8.373e+03 | 1.330e+04 | 1.358e+04 | 8.339e+03 | ||
Std | 3.506e+02 | 5.570e+02 | 1.454e+03 | 1.980e+03 | 3.174e+02 | ||
F27 | 10 | Best | 3.092e+03 | 3.089e+03 | 3.089e+03 | 3.092e+03 | 3.089e+03 |
Avg | 3.099e+03 | 3.099e+03 | 3.116e+03 | 3.122e+03 | 3.092e+03 | ||
Wor. | 3.145e+03 | 3.172e+03 | 3.205e+03 | 3.196e+03 | 3.094e+03 | ||
Std | 1.540e+01 | 1.576e+02 | 2.774e+01 | 2.858e+01 | 8.662e−01 | ||
30 | Best | 3.206e+03 | 3.215e+03 | 3.290e+03 | 3.235e+03 | 3.213e+03 | |
Avg | 3.232e+03 | 3.246e+03 | 3.434e+03 | 3.291e+03 | 3.224e+03 | ||
Wor. | 3.288e+03 | 3.283e+03 | 3.687e+03 | 3.573e+03 | 3.241e+03 | ||
Std | 1.532e+01 | 1.948e+01 | 1.129e+02 | 6.414e+01 | 7.235e+00 | ||
50 | Best | 3.385e+03 | 3.335e+03 | 3.638e+03 | 3.588e+03 | 3.320e+03 | |
Avg | 3.517e+03 | 3.562e+03 | 4.172e+03 | 3.814e+03 | 3.394e+03 | ||
Wor. | 3.823e+03 | 3.782e+03 | 4.906e+03 | 4.756e+03 | 3.516e+03 | ||
Std | 9.916e+01 | 9.149e+01 | 3.054e+02 | 2.464e+02 | 4.532e+01 | ||
F28 | 10 | Best | 3.186e+03 | 3.168e+03 | 3.167e+03 | 3.100e+03 | 3.119e+03 |
Avg | 3.215e+03 | 3.355e+03 | 3.318e+03 | 3.270e+03 | 3.342e+03 | ||
Wor. | 3.412e+03 | 3.459e+03 | 3.545e+03 | 3.446e+03 | 3.411e+03 | ||
Std | 5.074e+01 | 9.015e+01 | 1.184e+02 | 1.457e+02 | 1.083e+02 | ||
30 | Best | 3.464e+03 | 3.297e+03 | 3.285e+03 | 3.204e+03 | 3.242e+03 | |
Avg | 3.609e+03 | 3.425e+03 | 3.343e+03 | 3.244e+03 | 3.303e+03 | ||
Wor. | 3.752e+03 | 3.623e+03 | 3.480e+03 | 3.276e+03 | 3.472e+03 | ||
Std | 7.844e+01 | 8.480e+01 | 3.843e+01 | 2.205e+01 | 5.144e+01 | ||
50 | Best | 4.215e+03 | 3.677e+03 | 3.818e+03 | 3.299e+03 | 3.408e+03 | |
Avg | 5.940e+03 | 4.234e+03 | 4.324e+03 | 3.361e+03 | 3.578e+03 | ||
Wor. | 8.704e+03 | 4.873e+03 | 4.955e+03 | 3.449e+03 | 3.926e+03 | ||
Std | 1.351e+03 | 3.266e+02 | 2.928e+02 | 3.603e+01 | 1.368e+02 | ||
F29 | 10 | Best | 3.156e+03 | 3.141e+03 | 3.158e+03 | 3.155e+03 | 3.140e+03 |
Avg | 3.214e+03 | 3.355e+03 | 3.241e+03 | 3.310e+03 | 3.160e+03 | ||
Wor. | 3.310e+03 | 3.281e+03 | 3.360e+03 | 3.637e+03 | 3.182e+03 | ||
Std | 3.954e+01 | 3.439e+01 | 6.162e+01 | 1.233e+02 | 1.141e+01 | ||
30 | Best | 3.764e+03 | 3.526e+03 | 3.884e+03 | 3.656e+03 | 3.497e+03 | |
Avg | 4.413e+03 | 3.739e+03 | 4.731e+03 | 4.246e+03 | 3.684e+03 | ||
Wor. | 4.893e+03 | 4.087e+03 | 5.600e+03 | 5.015e+03 | 3.863e+03 | ||
Std | 2.845e+02 | 1.323e+02 | 4.676e+02 | 3.461e+02 | 9.135e+01 | ||
50 | Best | 6.004e+03 | 3.959e+03 | 5.706e+03 | 3.923e+03 | 3.899e+03 | |
Avg | 6.591e+03 | 4.533e+03 | 7.868e+03 | 4.884e+03 | 4.390e+03 | ||
Wor. | 7.290e+03 | 5.731e+03 | 1.053e+04 | 6.043e+03 | 4.986e+03 | ||
Std | 3.340e+02 | 3.830e+02 | 1.111e+03 | 4.964e+02 | 2.612e+02 | ||
F30 | 10 | Best | 2.014e+04 | 8.452e+03 | 8.044e+03 | 1.145e+04 | 5.191e+03 |
Avg | 2.370e+05 | 6.390e+05 | 7.005e+05 | 8.055e+05 | 3.350e+05 | ||
Wor. | 1.252e+06 | 1.773e+06 | 2.107e+06 | 2.889e+06 | 8.288e+05 | ||
Std | 2.602e+05 | 6.892e+05 | 5.506e+05 | 9.570e+05 | 4.053e+05 | ||
30 | Best | 1.863e+05 | 8.411e+05 | 1.826e+06 | 8.854e+03 | 4.023e+05 | |
Avg | 5.886e+06 | 6.391e+06 | 1.258e+07 | 2.288e+04 | 2.409e+06 | ||
Wor. | 1.856e+07 | 1.870e+07 | 1.433e+08 | 9.643e+04 | 5.497e+06 | ||
Std | 5.566e+06 | 4.474e+06 | 2.561e+07 | 1.683e+04 | 1.443e+06 | ||
50 | Best | 1.907e+07 | 7.444e+07 | 7.082e+07 | 7.124e+05 | 3.153e+07 | |
Avg | 2.474e+08 | 1.286e+08 | 1.815e+08 | 1.203e+06 | 5.625e+07 | ||
Wor. | 6.346e+08 | 2.599e+08 | 2.872e+08 | 2.444e+06 | 1.205e+08 | ||
Std | 1.526e+08 | 5.215e+07 | 6.476e+07 | 2.959e+05 | 1.899e+07 | ||
Rank | 10 | w/t/l | 4/0/83 | 3/3/81 | 10/3/77 | 8/5/74 | 56/3/28 |
30 | w/t/l | 1/0/86 | 10/0/77 | 5/0/82 | 31/0/56 | 40/0/47 | |
50 | w/t/l | 0/0/87 | 9/0/78 | 5/0/82 | 37/0/50 | 36/0/51 |
