Research Article
A Two-Agent Single-Machine Scheduling Problem with Learning and Deteriorating Considerations
Table 6
RPD of SA algorithms (
).
| Pro | | | | = 0.4 | = 0.5 | = 0.6 | SA1 | SA2 | SA3 | SA1 | SA2 | SA3 | SA1 | SA2 | SA3 | Mean | Std | Mean | Std | Mean | Std | Mean | Std | Mean | Std | Mean | Std | Mean | Std | Mean | Std | Mean | Std |
| 0.4 | 0.4 | 1.100 | −1.100 | 1.952 | 1.494 | 1.207 | 1.665 | 0.175 | 0.299 | 1.029 | 1.242 | 1.282 | 1.427 | 0.197 | 0.155 | 1.756 | 1.621 | 1.865 | 1.393 | 0.048 | 0.004 | | | | −1.010 | 1.587 | 1.564 | 1.636 | 1.632 | 0.155 | 0.195 | 1.820 | 2.590 | 0.962 | 0.721 | 0.098 | 0.071 | 0.889 | 1.282 | 0.864 | 1.280 | 0.096 | 0.096 | | | | −1.001 | 1.319 | 0.981 | 2.090 | 1.764 | 0.098 | 0.065 | 1.685 | 1.785 | 1.821 | 2.058 | 0.074 | 0.060 | 1.296 | 1.362 | 2.258 | 2.128 | 0.034 | 0.012 | | | 1.010 | −1.100 | 2.153 | 2.579 | 1.025 | 1.349 | 0.120 | 0.073 | 1.373 | 1.427 | 1.176 | 1.723 | 0.200 | 0.302 | 1.592 | 0.730 | 1.442 | 0.570 | 0.047 | 0.003 | | | | −1.010 | 1.638 | 1.050 | 1.800 | 1.358 | 0.091 | 0.052 | 1.522 | 1.427 | 1.269 | 1.071 | 0.058 | 0.030 | 0.987 | 1.372 | 1.222 | 1.423 | 0.042 | 0.002 | | | | −1.001 | 1.584 | 1.474 | 2.365 | 2.117 | 0.182 | 0.194 | 1.908 | 1.890 | 2.039 | 1.723 | 0.067 | 0.049 | 1.328 | 1.644 | 1.945 | 2.166 | 0.073 | 0.050 | | | 1.001 | −1.100 | 1.469 | 1.803 | 1.275 | 1.131 | 0.153 | 0.184 | 1.094 | 1.873 | 0.819 | 0.876 | 0.232 | 0.379 | 1.644 | 0.345 | 2.299 | 1.679 | 0.044 | 0.007 | | | | −1.010 | 2.084 | 1.844 | 1.850 | 1.604 | 0.134 | 0.118 | 1.485 | 1.341 | 2.046 | 2.087 | 0.091 | 0.065 | 1.074 | 0.745 | 1.102 | 0.673 | 0.042 | 0.001 | | | | −1.001 | 1.578 | 1.500 | 1.335 | 1.154 | 0.191 | 0.207 | 1.904 | 1.470 | 2.063 | 1.501 | 0.091 | 0.091 | 1.875 | 2.372 | 1.266 | 1.360 | 0.057 | 0.045 | | 0.5 | 1.100 | −1.100 | 1.926 | 1.485 | 2.517 | 2.784 | 0.255 | 0.326 | 1.779 | 1.904 | 1.338 | 1.006 | 0.086 | 0.116 | 4.414 | 1.022 | 4.207 | 1.019 | 0.013 | 0.000 | | | | −1.010 | 2.995 | 2.671 | 1.908 | 1.616 | 0.073 | 0.054 | 3.123 | 3.100 | 1.779 | 1.688 | 0.101 | 0.141 | 2.411 | 1.820 | 1.682 | 1.282 | 0.029 | 0.019 | | | | −1.001 | 2.289 | 1.520 | 2.681 | 2.919 | 0.091 | 0.077 | 2.099 | 1.855 | 1.584 | 1.273 | 0.074 | 0.103 | 1.525 | 1.139 | 1.846 | 1.358 | 0.028 | 0.021 | | | 1.010 | −1.100 | 1.862 | 0.830 | 1.833 | 1.433 | 0.085 | 0.045 | 2.345 | 1.848 | 1.756 | 1.358 | 0.057 | 0.056 | 4.545 | 1.028 | 4.147 | 1.569 | 0.014 | 0.000 | | | | −1.010 | 2.452 | 2.384 | 2.123 | 1.575 | 0.080 | 0.059 | 1.627 | 1.389 | 2.396 | 1.642 | 0.084 | 0.116 | 1.756 | 1.379 | 1.399 | 1.252 | 0.035 | 0.024 | | | | −1.001 | 2.411 | 3.870 | 2.445 | 1.533 | 0.103 | 0.140 | 2.492 | 2.733 | 2.383 | 2.552 | 0.170 | 0.294 | 1.572 | 1.234 | 1.697 | 1.562 | 0.028 | 0.020 | | | 1.001 | −1.100 | 2.389 | 2.254 | 1.257 | 0.844 | 0.127 | 0.157 | 1.865 | 1.405 | 1.897 | 1.379 | 0.101 | 0.153 | 4.135 | 1.387 | 3.754 | 1.535 | 0.014 | 0.002 | | | | −1.010 | 2.252 | 2.064 | 2.346 | 1.877 | 0.108 | 0.131 | 2.940 | 3.129 | 2.195 | 1.840 | 0.062 | 0.065 | 1.725 | 1.207 | 1.702 | 1.401 | 0.058 | 0.113 | | | | −1.001 | 2.178 | 2.644 | 2.907 | 2.485 | 0.133 | 0.206 | 1.721 | 1.428 | 1.880 | 1.554 | 0.093 | 0.114 | 1.691 | 1.277 | 1.660 | 1.316 | 0.027 | 0.020 | | 0.6 | 1.100 | −1.100 | 2.655 | 1.739 | 2.609 | 1.320 | 0.123 | 0.162 | 1.922 | 1.954 | 1.690 | 1.029 | 0.067 | 0.100 | 1.476 | 1.147 | 1.686 | 1.359 | 0.054 | 0.068 | | | | −1.010 | 2.629 | 3.121 | 1.962 | 1.714 | 0.227 | 0.359 | 2.513 | 1.823 | 2.135 | 1.607 | 0.059 | 0.063 | 1.664 | 1.617 | 1.468 | 0.993 | 0.175 | 0.340 | | | | −1.001 | 2.795 | 2.703 | 2.914 | 2.464 | 0.184 | 0.333 | 2.250 | 1.989 | 1.686 | 1.369 | 0.074 | 0.084 | 1.785 | 1.341 | 1.526 | 1.373 | 0.096 | 0.220 | | | 1.010 | −1.100 | 2.666 | 2.523 | 2.282 | 2.228 | 0.299 | 0.672 | 1.998 | 1.461 | 2.376 | 2.048 | 0.041 | 0.029 | 1.783 | 1.217 | 1.481 | 0.897 | 0.028 | 0.013 | | | | −1.010 | 2.547 | 2.320 | 2.031 | 1.620 | 0.140 | 0.258 | 1.691 | 1.245 | 2.389 | 1.564 | 0.154 | 0.292 | 1.433 | 1.595 | 1.413 | 1.449 | 0.045 | 0.103 | | | | −1.001 | 3.222 | 4.776 | 2.353 | 1.606 | 0.109 | 0.157 | 2.284 | 1.822 | 2.229 | 2.088 | 0.153 | 0.319 | 1.579 | 1.479 | 1.605 | 1.344 | 0.056 | 0.095 | | | 1.001 | −1.100 | 2.718 | 2.308 | 1.921 | 2.134 | 0.165 | 0.234 | 2.938 | 3.221 | 1.884 | 1.316 | 0.036 | 0.023 | 1.495 | 1.326 | 1.855 | 1.681 | 0.027 | 0.012 | | | | −1.010 | 2.765 | 2.250 | 2.040 | 1.549 | 0.167 | 0.266 | 2.531 | 1.881 | 1.988 | 1.331 | 0.105 | 0.171 | 1.480 | 1.855 | 1.439 | 1.261 | 0.101 | 0.221 | | | | −1.001 | 2.293 | 1.809 | 2.085 | 2.169 | 0.106 | 0.141 | 2.008 | 1.436 | 2.117 | 1.815 | 0.092 | 0.204 | 1.634 | 1.306 | 2.103 | 2.015 | 0.027 | 0.035 | 0.6 | 0.4 | 1.100 | −1.100 | 1.790 | 1.717 | 1.963 | 1.480 | 0.196 | 0.316 | 1.317 | 1.323 | 1.438 | 1.134 | 0.168 | 0.215 | 1.103 | 0.873 | 1.224 | 1.503 | 0.120 | 0.150 | | | | −1.010 | 1.576 | 1.189 | 1.932 | 1.973 | 0.153 | 0.254 | 1.209 | 1.033 | 1.663 | 1.971 | 0.165 | 0.229 | 1.082 | 1.051 | 1.298 | 1.515 | 0.097 | 0.121 | | | | −1.001 | 1.499 | 1.558 | 1.503 | 1.429 | 0.138 | 0.196 | 1.023 | 1.077 | 1.430 | 1.186 | 0.148 | 0.213 | 1.034 | 1.219 | 1.162 | 1.237 | 0.132 | 0.199 | | | 1.010 | −1.100 | 1.062 | 1.047 | 1.711 | 1.688 | 0.132 | 0.104 | 1.807 | 1.929 | 1.382 | 1.176 | 0.097 | 0.099 | 1.049 | 1.029 | 0.771 | 0.459 | 0.078 | 0.104 | | | | −1.010 | 1.430 | 1.360 | 2.181 | 1.577 | 0.179 | 0.243 | 1.163 | 0.981 | 1.425 | 1.567 | 0.198 | 0.152 | 1.077 | 1.046 | 1.087 | 0.781 | 0.153 | 0.216 | | | | −1.001 | 1.653 | 1.575 | 1.642 | 1.209 | 0.175 | 0.325 | 2.061 | 1.980 | 1.234 | 0.936 | 0.153 | 0.209 | 0.802 | 0.450 | 1.050 | 1.589 | 0.059 | 0.063 | | | 1.001 | −1.100 | 1.677 | 1.309 | 1.435 | 1.103 | 0.163 | 0.162 | 1.668 | 1.498 | 1.509 | 1.172 | 0.096 | 0.107 | 1.036 | 0.680 | 1.155 | 1.061 | 0.097 | 0.137 | | | | −1.010 | 2.283 | 3.104 | 1.890 | 1.456 | 0.160 | 0.215 | 1.127 | 1.248 | 1.186 | 1.012 | 0.182 | 0.190 | 1.000 | 0.969 | 0.795 | 0.681 | 0.097 | 0.138 | | | | −1.001 | 1.430 | 1.056 | 1.753 | 1.323 | 0.112 | 0.108 | 1.451 | 1.557 | 1.420 | 1.468 | 0.108 | 0.132 | 0.855 | 0.586 | 1.009 | 1.221 | 0.113 | 0.156 | | 0.5 | 1.100 | −1.100 | 1.491 | 1.206 | 2.235 | 2.075 | 0.158 | 0.174 | 1.392 | 1.234 | 1.064 | 0.735 | 0.093 | 0.165 | 1.119 | 1.175 | 1.088 | 0.896 | 0.109 | 0.161 | | | | −1.010 | 1.855 | 1.334 | 1.459 | 1.149 | 0.202 | 0.351 | 1.524 | 1.257 | 1.491 | 1.145 | 0.136 | 0.199 | 0.960 | 0.920 | 1.090 | 0.911 | 0.045 | 0.083 | | | | −1.001 | 2.134 | 2.407 | 1.960 | 1.166 | 0.088 | 0.089 | 2.920 | 2.779 | 2.011 | 2.250 | 0.081 | 0.128 | 1.839 | 2.162 | 1.273 | 1.324 | 0.103 | 0.160 | | | 1.010 | −1.100 | 1.529 | 1.089 | 1.982 | 1.666 | 0.144 | 0.132 | 1.804 | 2.638 | 1.738 | 1.065 | 0.077 | 0.127 | 1.192 | 0.886 | 1.215 | 0.863 | 0.065 | 0.096 | | | | −1.010 | 1.387 | 1.264 | 2.743 | 2.388 | 0.136 | 0.196 | 1.981 | 1.360 | 2.021 | 2.360 | 0.060 | 0.066 | 1.574 | 1.088 | 1.178 | 1.023 | 0.070 | 0.175 | | | | −1.001 | 1.553 | 1.338 | 2.148 | 1.645 | 0.159 | 0.207 | 1.628 | 1.438 | 1.804 | 1.503 | 0.128 | 0.186 | 1.127 | 0.815 | 0.897 | 0.630 | 0.094 | 0.158 | | | 1.001 | −1.100 | 1.810 | 1.748 | 2.087 | 1.721 | 0.148 | 0.162 | 1.255 | 1.135 | 1.607 | 1.678 | 0.070 | 0.099 | 0.926 | 0.608 | 0.957 | 0.535 | 0.076 | 0.116 | | | | −1.010 | 1.884 | 1.540 | 1.389 | 1.377 | 0.165 | 0.222 | 1.895 | 1.748 | 1.912 | 2.004 | 0.105 | 0.182 | 1.315 | 1.020 | 1.121 | 0.679 | 0.041 | 0.091 | | | | −1.001 | 2.128 | 2.026 | 2.142 | 1.984 | 0.205 | 0.318 | 1.332 | 0.997 | 1.849 | 1.607 | 0.146 | 0.266 | 1.204 | 0.610 | 1.132 | 0.654 | 0.079 | 0.213 | | 0.6 | 1.100 | −1.100 | 3.035 | 3.678 | 1.830 | 1.792 | 0.134 | 0.175 | 1.677 | 1.339 | 2.040 | 2.353 | 0.060 | 0.109 | 1.550 | 1.480 | 1.133 | 1.085 | 0.083 | 0.181 | | | | −1.010 | 1.638 | 1.292 | 1.804 | 1.323 | 0.106 | 0.210 | 1.567 | 1.294 | 1.968 | 1.327 | 0.062 | 0.104 | 1.171 | 0.782 | 0.959 | 0.456 | 0.043 | 0.115 | | | | −1.001 | 2.426 | 2.173 | 1.749 | 1.554 | 0.058 | 0.058 | 2.240 | 1.126 | 1.943 | 1.369 | 0.042 | 0.075 | 1.154 | 0.846 | 0.979 | 0.699 | 0.064 | 0.118 | | | 1.010 | −1.100 | 2.195 | 2.167 | 1.602 | 1.189 | 0.125 | 0.179 | 1.509 | 0.962 | 1.273 | 1.742 | 0.051 | 0.064 | 1.217 | 0.839 | 1.056 | 0.819 | 0.030 | 0.047 | | | | −1.010 | 2.499 | 2.162 | 1.141 | 0.841 | 0.095 | 0.148 | 1.860 | 1.068 | 1.845 | 1.465 | 0.031 | 0.046 | 1.072 | 0.641 | 1.563 | 1.337 | 0.030 | 0.095 | | | | −1.001 | 1.837 | 1.715 | 2.048 | 1.688 | 0.065 | 0.106 | 1.779 | 1.381 | 1.897 | 1.207 | 0.068 | 0.109 | 1.187 | 1.283 | 1.567 | 1.010 | 0.017 | 0.040 | | | 1.001 | −1.100 | 1.705 | 1.238 | 3.076 | 3.955 | 0.161 | 0.278 | 1.958 | 2.291 | 1.453 | 1.162 | 0.050 | 0.085 | 1.154 | 0.564 | 1.337 | 1.554 | 0.032 | 0.076 | | | | −1.010 | 1.935 | 2.334 | 1.617 | 1.652 | 0.040 | 0.029 | 2.130 | 1.566 | 2.181 | 1.594 | 0.049 | 0.104 | 1.766 | 1.831 | 1.803 | 1.169 | 0.017 | 0.028 | | | | −1.001 | 1.300 | 0.989 | 1.756 | 1.308 | 0.213 | 0.384 | 2.072 | 1.963 | 2.212 | 1.811 | 0.037 | 0.062 | 1.325 | 1.322 | 1.260 | 0.863 | 0.032 | 0.057 |
| Average | 2.021 | 1.911 | 1.955 | 1.692 | 0.142 | 0.195 | 1.839 | 1.683 | 1.744 | 1.512 | 0.100 | 0.136 | 1.527 | 1.160 | 1.520 | 1.183 | 0.061 | 0.090 |
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