Research Article
A Decomposition and Dominance-Based Multiobjective Artificial Bee Colony Algorithm for Multiple Sequence Alignment
| Test case | MOABC/D-MSA | HMOABC | NSGA-II | MOEA/D | GAPAM | MO-SAStrE |
| BB12001 | STRIKE | 2.74 | 2.52 | 2.60 | 2.58 | 2.47 | 2.35 | %TC | 3.79 | 3.62 | 3.74 | 3.75 | 3.68 | 3.71 | %nonGap | 84.40 | 80.43 | 82.13 | 81.37 | 78.48 | 79.63 |
| BB12013 | STRIKE | 2.97 | 2.73 | 2.63 | 2.68 | 2.74 | 2.70 | %TC | 3.79 | 2.59 | 3.62 | 3.55 | 2.98 | 2.82 | %nonGap | 84.03 | 80.38 | 83.44 | 82.56 | 81.47 | 78.38 |
| BB12022 | STRIKE | 2.81 | 2.63 | 2.72 | 2.69 | 2.54 | 2.60 | %TC | 3.66 | 3.47 | 3.58 | 3.21 | 3.46 | 3.29 | %nonGap | 82.94 | 80.65 | 82.56 | 81.53 | 82.08 | 81.32 |
| BB12035 | STRIKE | 2.76 | 2.51 | 2.69 | 2.65 | 2.55 | 2.49 | %TC | 3.73 | 3.50 | 3.71 | 3.68 | 3.41 | 3.59 | %nonGap | 82.30 | 79.73 | 82.21 | 81.99 | 80.35 | 81.02 |
| BB12044 | STRIKE | 2.71 | 2.46 | 2.58 | 2.59 | 2.32 | 2.44 | %TC | 3.74 | 3.56 | 3.67 | 3.66 | 3.69 | 3.52 | %nonGap | 82.39 | 79.93 | 81.95 | 80.61 | 78.16 | 77.08 |
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Bold numbers indicate the optimum values.
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