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Table 5:
Results of Ihv on unconstrained bi-objective test problems.
ProblemMOEA/DdMOPSOOMOPSO
Fonseca2 Med. 3.14e–001 3.12e–001 3.09e–001 3.07e–001 
 Iqr. 1.93e–005 4.01e–007 1.08e–004 5.22e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
Kursawe Med. 4.04e–001 3.92e–001 3.96e–001 3.90e–001 
 Iqr. 4.91e–004 3.44e–004 7.25e–004 9.11e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
Schaffer Med. 8.33e–001 7.09e–001 8.22e–001 8.32e–001 
 Iqr. 2.94e–005 9.82e–002 6.75e–006 7.99e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG1 Med. 6.31e–001 3.81e–001 1.19e–001 1.57e–001 
 Iqr. 2.71e–002 5.41e–002 2.56e–003 5.57e–002 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG2 Med. 5.65e–001 5.53e–001 5.55e–001 5.61e–001 
 Iqr. 1.64e–004 2.32e–003 1.25e–003 8.64e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG3 Med. 4.44e–001 4.42e–001 2.77e–001 4.42e–001 
 Iqr. 5.39e–005 6.79e–006 2.32e–004 1.65e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG4 Med. 2.20e–001 2.10e–001 2.01e–001 2.07e–001 
 Iqr. 1.20e–003 3.41e–003 2.38e–003 1.03e–003 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG5 Med. 1.99e–001 1.96e–001 1.95e–001 1.93e–001 
 Iqr. 4.50e–005 1.80e–005 8.42e–005 6.89e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG6 Med. 2.13e–001 2.11e–001 2.01e–001 2.07e–001 
 Iqr. 8.21e–005 1.44e–005 1.52e–003 6.16e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG7 Med. 2.14e–001 2.11e–001 2.01e–001 2.07e–001 
 Iqr. 6.64e–005 5.73e–006 1.47e–003 7.03e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG8 Med. 1.48e–001 1.52e–001 1.65e–001 1.46e–001 
 Iqr. 2.67e–003 1.44e–003 7.46e–003 1.07e–003 
 p — 6.53e–008 2.23e–009 3.52e–007 
WFG9 Med. 2.41e–001 2.39e–001 2.31e–001 2.32e–001 
 Iqr. 9.93e–004 1.99e–003 6.12e–004 9.57e–004 
 p — 4.20e–010 3.02e–011 3.02e–011 
ProblemMOEA/DdMOPSOOMOPSO
Fonseca2 Med. 3.14e–001 3.12e–001 3.09e–001 3.07e–001 
 Iqr. 1.93e–005 4.01e–007 1.08e–004 5.22e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
Kursawe Med. 4.04e–001 3.92e–001 3.96e–001 3.90e–001 
 Iqr. 4.91e–004 3.44e–004 7.25e–004 9.11e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
Schaffer Med. 8.33e–001 7.09e–001 8.22e–001 8.32e–001 
 Iqr. 2.94e–005 9.82e–002 6.75e–006 7.99e–005 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG1 Med. 6.31e–001 3.81e–001 1.19e–001 1.57e–001 
 Iqr. 2.71e–002 5.41e–002 2.56e–003 5.57e–002 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG2 Med. 5.65e–001 5.53e–001 5.55e–001 5.61e–001 
 Iqr. 1.64e–004 2.32e–003 1.25e–003 8.64e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG3 Med. 4.44e–001 4.42e–001 2.77e–001 4.42e–001 
 Iqr. 5.39e–005 6.79e–006 2.32e–004 1.65e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG4 Med. 2.20e–001 2.10e–001 2.01e–001 2.07e–001 
 Iqr. 1.20e–003 3.41e–003 2.38e–003 1.03e–003 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG5 Med. 1.99e–001 1.96e–001 1.95e–001 1.93e–001 
 Iqr. 4.50e–005 1.80e–005 8.42e–005 6.89e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG6 Med. 2.13e–001 2.11e–001 2.01e–001 2.07e–001 
 Iqr. 8.21e–005 1.44e–005 1.52e–003 6.16e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG7 Med. 2.14e–001 2.11e–001 2.01e–001 2.07e–001 
 Iqr. 6.64e–005 5.73e–006 1.47e–003 7.03e–004 
 p — 3.02e–011 3.02e–011 3.02e–011 
WFG8 Med. 1.48e–001 1.52e–001 1.65e–001 1.46e–001 
 Iqr. 2.67e–003 1.44e–003 7.46e–003 1.07e–003 
 p — 6.53e–008 2.23e–009 3.52e–007 
WFG9 Med. 2.41e–001 2.39e–001 2.31e–001 2.32e–001 
 Iqr. 9.93e–004 1.99e–003 6.12e–004 9.57e–004 
 p — 4.20e–010 3.02e–011 3.02e–011 
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