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Table 4:
Results of IIGD on unconstrained bi-objective test problems.
ProblemMOEA/DdMOPSOOMOPSO
Fonseca2 Med. 2.41e–004 5.03e–004 6.49e–004 1.20e–003 
 Iqr. 1.38e–005 1.89e–006 5.55e–006 1.28e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
Kursawe Med. 6.74e–005 1.30e–003 2.02e–004 3.78e–004 
 Iqr. 1.76e–005 1.51e–005 8.75e–006 1.98e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
Schaffer Med. 9.88e–005 1.27e–002 6.26e–003 1.81e–004 
 Iqr. 1.89e–005 6.73e–003 2.16e–006 1.22e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG1 Med. 1.45e–004 1.86e–003 4.73e–003 3.77e–003 
 Iqr. 2.96e–004 3.65e–004 4.75e–005 8.92e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG2 Med. 1.82e–005 1.16e–003 7.94e–004 1.13e–004 
 Iqr. 9.42e–006 3.32e–005 9.78e–005 2.42e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG3 Med. 6.84e–004 6.84e–004 1.52e–003 6.84e–004 
 Iqr. 1.42e–007 2.51e–008 1.11e–006 7.58e–008 
 p — 4.20e–010 3.02e–011 3.02e–011 
WFG4 Med. 4.87e–005 1.95e–004 2.85e–004 2.71e–004 
 Iqr. 1.98e–005 4.55e–005 3.91e–005 6.67e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG5 Med. 5.31e–004 5.39e–004 5.39e–004 5.70e–004 
 Iqr. 1.48e–006 2.05e–007 2.23e–006 1.16e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG6 Med. 1.53e–005 8.55e–005 1.86e–004 1.98e–004 
 Iqr. 1.14e–006 6.44e–007 2.32e–005 3.65e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG7 Med. 1.48e–005 9.24e–005 1.79e–004 1.60e–004 
 Iqr. 1.01e–006 3.30e–007 1.45e–005 1.95e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG8 Med. 1.03e–003 8.70e–004 6.80e–004 1.04e–003 
 Iqr. 1.37e–004 1.50e–004 1.65e–004 1.23e–005 
 p — 2.88e–006 8.89e–010 3.03e–002 
WFG9 Med. 6.26e–005 1.16e–004 1.85e–004 2.22e–004 
 Iqr. 9.63e–006 2.52e–005 8.82e–006 3.04e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
ProblemMOEA/DdMOPSOOMOPSO
Fonseca2 Med. 2.41e–004 5.03e–004 6.49e–004 1.20e–003 
 Iqr. 1.38e–005 1.89e–006 5.55e–006 1.28e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
Kursawe Med. 6.74e–005 1.30e–003 2.02e–004 3.78e–004 
 Iqr. 1.76e–005 1.51e–005 8.75e–006 1.98e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
Schaffer Med. 9.88e–005 1.27e–002 6.26e–003 1.81e–004 
 Iqr. 1.89e–005 6.73e–003 2.16e–006 1.22e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG1 Med. 1.45e–004 1.86e–003 4.73e–003 3.77e–003 
 Iqr. 2.96e–004 3.65e–004 4.75e–005 8.92e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG2 Med. 1.82e–005 1.16e–003 7.94e–004 1.13e–004 
 Iqr. 9.42e–006 3.32e–005 9.78e–005 2.42e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG3 Med. 6.84e–004 6.84e–004 1.52e–003 6.84e–004 
 Iqr. 1.42e–007 2.51e–008 1.11e–006 7.58e–008 
 p — 4.20e–010 3.02e–011 3.02e–011 
WFG4 Med. 4.87e–005 1.95e–004 2.85e–004 2.71e–004 
 Iqr. 1.98e–005 4.55e–005 3.91e–005 6.67e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG5 Med. 5.31e–004 5.39e–004 5.39e–004 5.70e–004 
 Iqr. 1.48e–006 2.05e–007 2.23e–006 1.16e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG6 Med. 1.53e–005 8.55e–005 1.86e–004 1.98e–004 
 Iqr. 1.14e–006 6.44e–007 2.32e–005 3.65e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG7 Med. 1.48e–005 9.24e–005 1.79e–004 1.60e–004 
 Iqr. 1.01e–006 3.30e–007 1.45e–005 1.95e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG8 Med. 1.03e–003 8.70e–004 6.80e–004 1.04e–003 
 Iqr. 1.37e–004 1.50e–004 1.65e–004 1.23e–005 
 p — 2.88e–006 8.89e–010 3.03e–002 
WFG9 Med. 6.26e–005 1.16e–004 1.85e–004 2.22e–004 
 Iqr. 9.63e–006 2.52e–005 8.82e–006 3.04e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
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