Research Article
A Two-Agent Single-Machine Scheduling Problem with Learning and Deteriorating Considerations
Table 5
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 | 1.276 | 0.984 | 1.451 | 1.549 | 0.116 | 0.105 | 1.252 | 1.239 | 0.848 | 1.056 | 0.069 | 0.059 | 0.981 | 0.860 | 1.018 | 1.303 | 0.073 | 0.084 | | | | −1.010 | 2.237 | 3.030 | 1.220 | 1.135 | 0.202 | 0.222 | 1.171 | 1.545 | 1.062 | 1.081 | 0.147 | 0.221 | 1.319 | 1.701 | 1.235 | 1.045 | 0.063 | 0.089 | | | | −1.001 | 1.327 | 1.370 | 1.320 | 1.232 | 0.137 | 0.177 | 1.442 | 1.389 | 1.295 | 1.792 | 0.156 | 0.236 | 1.381 | 1.328 | 1.529 | 2.077 | 0.050 | 0.065 | | | 1.010 | −1.100 | 0.851 | 1.083 | 1.134 | 1.097 | 0.232 | 0.209 | 1.057 | 1.122 | 1.039 | 1.162 | 0.150 | 0.307 | 1.833 | 3.356 | 1.026 | 1.067 | 0.095 | 0.132 | | | | −1.010 | 1.442 | 1.442 | 1.356 | 1.360 | 0.163 | 0.162 | 1.280 | 1.100 | 1.707 | 1.473 | 0.060 | 0.090 | 1.266 | 1.500 | 0.905 | 0.905 | 0.096 | 0.166 | | | | −1.001 | 1.251 | 1.288 | 1.343 | 1.579 | 0.166 | 0.136 | 1.246 | 1.219 | 1.014 | 1.238 | 0.111 | 0.135 | 1.119 | 0.939 | 1.040 | 1.151 | 0.046 | 0.056 | | | 1.001 | −1.100 | 1.164 | 1.648 | 0.694 | 0.785 | 0.306 | 0.291 | 1.608 | 2.032 | 0.845 | 1.239 | 0.151 | 0.310 | 1.610 | 2.162 | 0.988 | 0.958 | 0.077 | 0.121 | | | | −1.010 | 1.226 | 1.265 | 1.938 | 1.310 | 0.208 | 0.261 | 1.547 | 1.447 | 1.443 | 1.432 | 0.121 | 0.200 | 0.950 | 1.099 | 0.988 | 1.014 | 0.088 | 0.128 | | | | −1.001 | 1.127 | 1.132 | 1.309 | 1.533 | 0.245 | 0.316 | 0.978 | 1.244 | 1.078 | 0.837 | 0.120 | 0.161 | 0.921 | 0.828 | 1.282 | 1.554 | 0.103 | 0.154 | | 0.5 | 1.100 | −1.100 | 1.279 | 1.509 | 1.655 | 1.523 | 0.193 | 0.305 | 1.023 | 0.814 | 1.100 | 0.819 | 0.076 | 0.081 | 1.069 | 0.696 | 0.666 | 0.421 | 0.091 | 0.153 | | | | −1.010 | 1.406 | 2.069 | 1.301 | 1.285 | 0.206 | 0.317 | 1.476 | 1.692 | 1.976 | 1.672 | 0.096 | 0.159 | 0.785 | 1.046 | 0.910 | 1.003 | 0.086 | 0.130 | | | | −1.001 | 1.688 | 2.166 | 1.767 | 1.884 | 0.256 | 0.296 | 1.383 | 1.223 | 1.436 | 1.185 | 0.127 | 0.195 | 1.407 | 1.444 | 1.236 | 1.421 | 0.056 | 0.059 | | | 1.010 | −1.100 | 1.540 | 1.576 | 1.256 | 1.211 | 0.127 | 0.167 | 0.969 | 0.844 | 1.713 | 1.460 | 0.265 | 0.455 | 0.995 | 0.707 | 0.721 | 0.836 | 0.065 | 0.093 | | | | −1.010 | 2.135 | 2.079 | 2.476 | 2.687 | 0.127 | 0.166 | 1.398 | 0.922 | 1.069 | 1.186 | 0.110 | 0.240 | 1.320 | 1.600 | 0.984 | 1.009 | 0.111 | 0.161 | | | | −1.001 | 1.572 | 2.298 | 1.697 | 1.159 | 0.184 | 0.223 | 1.476 | 1.193 | 1.381 | 1.002 | 0.100 | 0.204 | 1.227 | 2.268 | 0.696 | 1.131 | 0.137 | 0.224 | | | 1.001 | −1.100 | 1.689 | 1.690 | 1.636 | 1.768 | 0.143 | 0.191 | 1.773 | 2.098 | 1.440 | 1.429 | 0.100 | 0.109 | 0.920 | 1.592 | 0.871 | 1.733 | 0.060 | 0.066 | | | | −1.010 | 1.811 | 1.276 | 1.275 | 1.484 | 0.167 | 0.195 | 1.515 | 1.000 | 1.207 | 1.194 | 0.140 | 0.303 | 1.204 | 1.728 | 1.271 | 1.913 | 0.070 | 0.111 | | | | −1.001 | 1.977 | 2.812 | 1.330 | 1.354 | 0.134 | 0.177 | 1.547 | 1.560 | 1.746 | 1.463 | 0.167 | 0.335 | 1.476 | 1.614 | 1.305 | 1.717 | 0.094 | 0.142 | | 0.6 | 1.100 | −1.100 | 1.364 | 1.807 | 1.177 | 0.992 | 0.231 | 0.379 | 1.603 | 1.655 | 1.387 | 1.473 | 0.111 | 0.225 | 1.433 | 1.494 | 1.084 | 1.241 | 0.142 | 0.196 | | | | −1.010 | 2.173 | 3.049 | 2.219 | 2.145 | 0.176 | 0.265 | 1.338 | 1.514 | 2.078 | 2.272 | 0.100 | 0.150 | 1.182 | 1.204 | 1.034 | 1.010 | 0.132 | 0.273 | | | | −1.001 | 2.136 | 2.370 | 1.742 | 1.657 | 0.127 | 0.170 | 1.853 | 1.322 | 1.712 | 1.909 | 0.078 | 0.098 | 0.839 | 0.793 | 0.962 | 1.013 | 0.081 | 0.100 | | | 1.010 | −1.100 | 1.898 | 1.644 | 1.936 | 2.001 | 0.171 | 0.230 | 1.481 | 1.649 | 1.543 | 1.681 | 0.185 | 0.342 | 0.755 | 0.548 | 0.855 | 1.082 | 0.104 | 0.158 | | | | −1.010 | 2.004 | 2.399 | 0.903 | 0.734 | 0.121 | 0.125 | 2.320 | 2.198 | 1.635 | 1.670 | 0.179 | 0.342 | 0.901 | 1.147 | 0.952 | 1.035 | 0.181 | 0.429 | | | | −1.001 | 1.678 | 1.944 | 1.885 | 2.021 | 0.080 | 0.068 | 1.602 | 1.614 | 2.044 | 2.312 | 0.052 | 0.039 | 0.916 | 0.856 | 0.735 | 0.738 | 0.084 | 0.114 | | | 1.001 | −1.100 | 1.144 | 0.949 | 1.375 | 1.479 | 0.182 | 0.468 | 1.678 | 1.463 | 1.971 | 1.689 | 0.062 | 0.057 | 0.720 | 0.605 | 0.868 | 0.850 | 0.137 | 0.217 | | | | −1.010 | 3.540 | 3.913 | 2.176 | 1.990 | 0.080 | 0.080 | 2.338 | 2.018 | 1.620 | 1.828 | 0.176 | 0.372 | 1.035 | 1.056 | 0.913 | 0.985 | 0.117 | 0.238 | | | | −1.001 | 2.201 | 1.911 | 2.537 | 3.343 | 0.109 | 0.130 | 2.001 | 1.998 | 1.986 | 1.543 | 0.070 | 0.081 | 1.116 | 1.083 | 0.897 | 1.308 | 0.084 | 0.123 | 0.6 | 0.4 | 1.100 | −1.100 | 1.350 | 1.721 | 1.661 | 1.605 | 0.186 | 0.142 | 0.873 | 0.883 | 0.806 | 0.757 | 0.302 | 0.600 | 0.572 | 0.338 | 0.484 | 0.259 | 0.120 | 0.142 | | | | −1.010 | 2.082 | 2.202 | 1.762 | 1.940 | 0.208 | 0.231 | 1.461 | 1.621 | 1.312 | 1.793 | 0.156 | 0.172 | 0.779 | 1.217 | 0.786 | 0.831 | 0.134 | 0.220 | | | | −1.001 | 1.085 | 1.635 | 1.410 | 2.158 | 0.207 | 0.269 | 1.587 | 1.412 | 0.681 | 0.567 | 0.188 | 0.245 | 0.804 | 0.614 | 0.693 | 0.670 | 0.148 | 0.223 | | | 1.010 | −1.100 | 0.814 | 0.901 | 1.219 | 1.720 | 0.192 | 0.234 | 0.884 | 0.826 | 0.791 | 0.749 | 0.202 | 0.337 | 0.717 | 0.491 | 0.519 | 0.449 | 0.097 | 0.091 | | | | −1.010 | 2.097 | 2.738 | 1.851 | 2.535 | 0.229 | 0.255 | 1.393 | 1.303 | 1.444 | 1.262 | 0.104 | 0.108 | 0.738 | 0.676 | 0.705 | 0.791 | 0.079 | 0.111 | | | | −1.001 | 1.563 | 1.479 | 1.750 | 2.206 | 0.163 | 0.252 | 1.402 | 1.544 | 1.064 | 0.906 | 0.153 | 0.220 | 0.891 | 1.148 | 0.638 | 0.928 | 0.113 | 0.156 | | | 1.001 | −1.100 | 1.734 | 1.894 | 1.375 | 1.568 | 0.224 | 0.255 | 0.807 | 0.709 | 1.012 | 1.378 | 0.196 | 0.303 | 1.025 | 1.557 | 0.479 | 0.309 | 0.106 | 0.120 | | | | −1.010 | 1.943 | 1.995 | 1.199 | 1.521 | 0.231 | 0.393 | 1.234 | 1.251 | 1.574 | 2.098 | 0.094 | 0.106 | 0.681 | 0.505 | 1.006 | 1.360 | 0.123 | 0.141 | | | | −1.001 | 1.322 | 1.699 | 1.694 | 2.141 | 0.210 | 0.232 | 0.980 | 0.753 | 0.931 | 0.725 | 0.120 | 0.139 | 0.629 | 0.766 | 1.072 | 1.252 | 0.067 | 0.090 | | 0.5 | 1.100 | −1.100 | 1.744 | 2.154 | 1.746 | 1.783 | 0.193 | 0.239 | 1.001 | 0.912 | 0.905 | 0.710 | 0.055 | 0.048 | 0.602 | 0.615 | 0.859 | 0.643 | 0.185 | 0.225 | | | | −1.010 | 1.667 | 1.727 | 0.977 | 0.852 | 0.218 | 0.292 | 0.911 | 0.975 | 1.187 | 1.459 | 0.275 | 0.315 | 0.975 | 0.742 | 0.658 | 0.535 | 0.123 | 0.128 | | | | −1.001 | 1.563 | 2.255 | 1.449 | 1.930 | 0.252 | 0.414 | 1.310 | 1.307 | 1.282 | 1.488 | 0.156 | 0.209 | 0.667 | 0.489 | 0.650 | 0.480 | 0.178 | 0.176 | | | 1.010 | −1.100 | 1.504 | 1.421 | 1.525 | 1.352 | 0.275 | 0.511 | 1.320 | 1.253 | 1.166 | 1.319 | 0.131 | 0.249 | 0.731 | 0.607 | 0.774 | 0.561 | 0.114 | 0.188 | | | | −1.010 | 1.958 | 3.191 | 1.043 | 0.955 | 0.111 | 0.178 | 1.224 | 1.692 | 0.985 | 0.759 | 0.121 | 0.248 | 0.687 | 0.760 | 0.728 | 0.625 | 0.146 | 0.213 | | | | −1.001 | 1.702 | 2.288 | 1.771 | 1.651 | 0.139 | 0.164 | 1.584 | 1.506 | 1.310 | 1.067 | 0.100 | 0.146 | 0.806 | 0.844 | 0.857 | 0.803 | 0.140 | 0.235 | | | 1.001 | −1.100 | 1.747 | 1.258 | 2.122 | 2.037 | 0.090 | 0.123 | 1.304 | 1.274 | 1.528 | 2.095 | 0.120 | 0.198 | 0.860 | 0.585 | 0.620 | 0.623 | 0.152 | 0.312 | | | | −1.010 | 1.817 | 2.022 | 2.203 | 2.099 | 0.105 | 0.192 | 0.944 | 0.910 | 1.855 | 1.977 | 0.155 | 0.247 | 1.008 | 1.120 | 0.856 | 0.787 | 0.160 | 0.195 | | | | −1.001 | 1.783 | 1.698 | 1.428 | 1.175 | 0.149 | 0.150 | 1.500 | 1.726 | 1.126 | 1.490 | 0.111 | 0.130 | 1.002 | 1.021 | 1.005 | 0.718 | 0.091 | 0.126 | | 0.6 | 1.100 | −1.100 | 2.001 | 2.296 | 2.037 | 1.611 | 0.173 | 0.259 | 1.719 | 2.278 | 1.438 | 1.670 | 0.200 | 0.191 | 0.797 | 0.696 | 0.928 | 0.704 | 0.134 | 0.224 | | | | −1.010 | 1.933 | 1.773 | 1.871 | 2.590 | 0.179 | 0.277 | 0.608 | 0.490 | 1.129 | 1.337 | 0.238 | 0.269 | 1.196 | 1.227 | 1.045 | 1.245 | 0.144 | 0.180 | | | | −1.001 | 2.745 | 2.391 | 1.614 | 2.092 | 0.149 | 0.400 | 1.527 | 1.599 | 1.223 | 1.689 | 0.215 | 0.435 | 1.063 | 1.289 | 1.134 | 1.092 | 0.175 | 0.319 | | | 1.010 | −1.100 | 2.176 | 2.464 | 2.824 | 2.469 | 0.131 | 0.191 | 1.229 | 1.199 | 0.999 | 0.781 | 0.151 | 0.237 | 0.739 | 0.692 | 0.780 | 0.578 | 0.136 | 0.187 | | | | −1.010 | 1.813 | 2.478 | 2.536 | 2.103 | 0.158 | 0.218 | 1.864 | 1.945 | 0.913 | 0.774 | 0.156 | 0.205 | 1.438 | 2.337 | 0.958 | 1.094 | 0.099 | 0.140 | | | | −1.001 | 2.404 | 2.671 | 1.896 | 2.346 | 0.129 | 0.194 | 1.136 | 1.136 | 1.946 | 1.998 | 0.187 | 0.377 | 1.045 | 0.954 | 1.299 | 1.311 | 0.116 | 0.172 | | | 1.001 | −1.100 | 1.952 | 2.320 | 1.588 | 1.909 | 0.144 | 0.165 | 1.148 | 0.953 | 1.114 | 1.362 | 0.232 | 0.589 | 1.016 | 0.955 | 0.758 | 0.606 | 0.154 | 0.227 | | | | −1.010 | 2.130 | 3.139 | 2.191 | 2.195 | 0.120 | 0.165 | 1.518 | 2.083 | 1.488 | 1.477 | 0.184 | 0.245 | 1.402 | 1.157 | 1.490 | 1.744 | 0.205 | 0.374 | | | | −1.001 | 1.813 | 2.394 | 2.407 | 3.146 | 0.100 | 0.156 | 1.722 | 2.895 | 1.792 | 1.745 | 0.316 | 0.461 | 1.342 | 2.332 | 1.205 | 0.912 | 0.153 | 0.276 |
| Average | 1.733 | 1.980 | 1.653 | 1.740 | 0.171 | 0.229 | 1.380 | 1.399 | 1.340 | 1.380 | 0.146 | 0.232 | 1.017 | 1.129 | 0.925 | 0.989 | 0.113 | 0.170 |
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