Research Article
An Analysis of the Optimal Multiobjective Inventory Clustering Decision with Small Quantity and Great Variety Inventory by Applying a DPSO
Table 8
The comparison between the multiobjective solvers.
| # | | Indicator | DPSO | NSGA II | PAES | NSHS |
| 1 | 0.12 | SSM | 0.682 | 0.703 | 0.701 | 0.693 | RNI | 0.987 | 0.871 | 0.862 | 0.899 | OO | 0.012 | 0.042 | 0.029 | 0.011 |
| 2 | 0.13 | SSM | 0.589 | 0.642 | 0.638 | 0.623 | RNI | 0.962 | 0.893 | 0.908 | 0.912 | OO | 0.016 | 0.033 | 0.022 | 0.029 |
| 3 | 0.14 | SSM | 0.732 | 0.792 | 0.758 | 0.731 | RNI | 0.891 | 0.811 | 0.832 | 0.814 | OO | 0.023 | 0.036 | 0.029 | 0.031 |
| 4 | 0.15 | SSM | 0.693 | 0.736 | 0.713 | 0.702 | RNI | 0.913 | 0.872 | 0.899 | 0.909 | OO | 0.024 | 0.052 | 0.022 | 0.041 |
| 5 | 0.16 | SSM | 0.701 | 0.762 | 0.788 | 0.789 | RNI | 0.983 | 0.892 | 0.909 | 0.912 | OO | 0.019 | 0.026 | 0.032 | 0.029 |
| 6 | 0.17 | SSM | 0.823 | 0.829 | 0.836 | 0.813 | RNI | 0.966 | 0.959 | 0.96 | 0.961 | OO | 0.018 | 0.029 | 0.024 | 0.016 |
| 7 | 0.18 | SSM | 0.712 | 0.748 | 0.721 | 0.736 | RNI | 0.873 | 0.765 | 0.893 | 0.812 | OO | 0.036 | 0.048 | 0.046 | 0.041 |
| 8 | 0.19 | SSM | 0.612 | 0.62 | 0.619 | 0.623 | RNI | 0.861 | 0.812 | 0.822 | 0.834 | OO | 0.015 | 0.031 | 0.022 | 0.019 |
| 9 | 0.20 | SSM | 0.514 | 0.521 | 0.534 | 0.526 | RNI | 0.985 | 0.952 | 0.961 | 0.965 | OO | 0.019 | 0.038 | 0.028 | 0.026 |
| 10 | 0.21 | SSM | 0.598 | 0.616 | 0.609 | 0.591 | RNI | 0.988 | 0.955 | 0.963 | 0.979 | OO | 0.026 | 0.043 | 0.023 | 0.032 |
| 11 | 0.22 | SSM | 0.612 | 0.618 | 0.622 | 0.621 | RNI | 0.892 | 0.693 | 0.765 | 0.795 | OO | 0.016 | 0.041 | 0.033 | 0.032 |
| 12 | 0.23 | SSM | 0.636 | 0.642 | 0.661 | 0.658 | RNI | 0.791 | 0.723 | 0.764 | 0.754 | OO | 0.017 | 0.031 | 0.022 | 0.021 |
| 13 | 0.24 | SSM | 0.701 | 0.802 | 0.711 | 0.737 | RNI | 0.898 | 0.812 | 0.834 | 0.876 | OO | 0.019 | 0.032 | 0.028 | 0.026 |
| 14 | 0.25 | SSM | 0.765 | 0.798 | 0.769 | 0.713 | RNI | 0.911 | 0.812 | 0.936 | 0.856 | OO | 0.021 | 0.036 | 0.032 | 0.028 |
| 15 | 0.26 | SSM | 0.512 | 0.522 | 0.548 | 0.506 | RNI | 0.928 | 0.896 | 0.903 | 0.912 | OO | 0.018 | 0.032 | 0.029 | 0.022 |
| 16 | 0.27 | SSM | 0.493 | 0.511 | 0.501 | 0.499 | RNI | 0.916 | 0.886 | 0.922 | 0.909 | OO | 0.023 | 0.038 | 0.036 | 0.034 |
|
|