Research Article
AMOBH: Adaptive Multiobjective Black Hole Algorithm
Table 2
Experimental results in terms of IGD and AT of five algorithms on seven test instances.
| Test instance | SPEA-II | PESA-II | NSGA-II | MOEA/D | AMOBH | |
| ZDT1 | | | | | | | Mean | | | | | | | Best | | | | | | | Worst | | | | | | 1001 | STD | | | | | | | AT(s) | | | | | 33 | | ZDT3 | | | | | | | Mean | | | | | | | Best | | | | | | | Worst | | | | | | 1001 | STD | | | | | | | AT(s) | | | | | 34 | | ZDT4 | | | | | | | Mean | | | | | | | Best | | | | | | | Worst | | | | | | 501 | STD | | | | | | | AT(s) | | | | | 32 | | DLTZ2 | | | | | | | Mean | | | | | | | Best | | | | | | | Worst | | | | | | 1126 | STD | | | | | | | AT(s) | | | | | 38 | | DLTZ4 | | | | | | | Mean | | | | | | | Best | | | | | | | Worst | | | | | | 1126 | STD | | | | | | | AT(s) | | | | | 40 | | DLTZ5 | | | | | | | Mean | | | | | | | Best | | | | | | | Worst | | | | | | 1001 | STD | | | | | | | AT(s) | | | | | 34 | | DLTZ7 | | | | | | | Mean | | | | | | | Best | | | | | | | Worst | | | | | | 2601 | STD | | | | | | | AT(s) | | | | | 37 | |
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