Research Article
Ranking Methods for Multicriteria Decision-Making: Application to Benchmarking of Solvers and Problems
Table 6
Problem ranking using the proposed methods.
| | ā | Ranking | | | | | | | |
| | P1 | 24 | 25 | 25 | 25 | 27 | 25 | 24 | | P2 | 38 | 37 | 37 | 40 | 38 | 37 | 38 | | P3 | 42 | 43 | 42 | 43 | 43 | 41 | 42 | | P4 | 34 | 34 | 34 | 35 | 34 | 35 | 34 | | P5 | 26 | 26 | 26 | 27 | 26 | 26 | 25 | | P6 | 4 | 4 | 4 | 7 | 6 | 3 | 4 | | P7 | 7 | 7 | 7 | 5 | 5 | 7 | 7 | | P8 | 45 | 44 | 45 | 48 | 45 | 46 | 45 | | P9 | 25 | 24 | 24 | 24 | 23 | 23 | 26 | | P10 | 18 | 16 | 18 | 12 | 14 | 18 | 18 | | P11 | 47 | 47 | 47 | 47 | 47 | 45 | 47 | | P12 | 22 | 23 | 22 | 28 | 25 | 21 | 22 | | P13 | 20 | 20 | 20 | 18 | 17 | 22 | 20 | | P14 | 50 | 50 | 50 | 50 | 50 | 50 | 50 | | P15 | 33 | 32 | 33 | 31 | 32 | 32 | 33 | | P16 | 27 | 27 | 27 | 23 | 24 | 28 | 27 | | P17 | 37 | 38 | 38 | 36 | 36 | 38 | 37 | | P18 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | | P19 | 9 | 12 | 9 | 15 | 13 | 11 | 9 | | P20 | 13 | 15 | 13 | 14 | 15 | 15 | 13 | | P21 | 29 | 30 | 29 | 26 | 30 | 29 | 29 | | P22 | 14 | 14 | 14 | 22 | 16 | 13 | 14 | | P23 | 23 | 21 | 23 | 21 | 22 | 24 | 23 | | P24 | 31 | 31 | 31 | 32 | 31 | 33 | 31 | | P25 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | | P26 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | | P27 | 36 | 36 | 36 | 38 | 37 | 36 | 36 | | P28 | 6 | 6 | 6 | 6 | 7 | 6 | 6 | | P29 | 48 | 48 | 48 | 44 | 48 | 48 | 48 | | P30 | 39 | 39 | 39 | 37 | 39 | 39 | 39 | | P31 | 8 | 8 | 8 | 11 | 10 | 8 | 8 | | P32 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | | P33 | 44 | 40 | 44 | 49 | 42 | 42 | 44 | | P34 | 19 | 19 | 19 | 19 | 19 | 20 | 19 | | P35 | 17 | 13 | 17 | 8 | 11 | 17 | 17 | | P36 | 46 | 46 | 46 | 45 | 46 | 47 | 46 | | P37 | 32 | 33 | 32 | 33 | 33 | 27 | 32 | | P38 | 11 | 9 | 11 | 9 | 8 | 14 | 11 | | P39 | 49 | 49 | 49 | 46 | 49 | 49 | 49 | | P40 | 16 | 18 | 16 | 20 | 20 | 10 | 15 | | P41 | 21 | 22 | 21 | 16 | 21 | 19 | 21 | | P42 | 41 | 41 | 41 | 42 | 41 | 43 | 41 | | P43 | 43 | 45 | 43 | 41 | 44 | 44 | 43 | | P44 | 35 | 35 | 35 | 34 | 35 | 34 | 35 | | P45 | 40 | 42 | 40 | 39 | 40 | 40 | 40 | | P46 | 15 | 17 | 15 | 17 | 18 | 16 | 16 | | P47 | 28 | 28 | 28 | 30 | 29 | 31 | 28 | | P48 | 10 | 11 | 10 | 13 | 12 | 12 | 10 | | P49 | 30 | 29 | 30 | 29 | 28 | 30 | 30 | | P50 | 12 | 10 | 12 | 10 | 9 | 9 | 12 |
|
|
Note: the Pareto-optimal problems are gray marked.
|