Skip to Main Content
Table 7:
Mean, minimum (best), and maximum (worst) of IGD metric values for the final solutions obtained by the original MOEA/D-M2M and the proposed NLHA algorithm in 20 independent experiments.
Original MOEA/D-M2MProposed NLHA Algorithm
Test BenchmarkMeanBestWorstMeanBestWorst
DTLZ5(2,20) 0.023354367 0.018374874 0.033013541 0.002042712 0.001978744 0.002175738 
DTLZ5(2,5) 0.006393938 0.005145366 0.009111397 0.002183058 0.002085831 0.002446823 
DTLZ5(2,50) 0.048456913 0.019717847 0.085993684 0.002104547 0.002014196 0.002785216 
DTLZ5(3,20) 0.163108453 0.091270249 0.233428751 0.050002569 0.047100464 0.052833914 
DTLZ5(3,5) 0.058595949 0.051740464 0.071565775 0.051152352 0.046503836 0.055450573 
DTLZ5(5,10) 0.238346648 0.214811308 0.291353097 0.19762407 0.189200212 0.209553757 
DTLZ5(5,20) 0.324153214 0.285784871 0.361283163 0.19408083 0.189264966 0.201021485 
Original MOEA/D-M2MProposed NLHA Algorithm
Test BenchmarkMeanBestWorstMeanBestWorst
DTLZ5(2,20) 0.023354367 0.018374874 0.033013541 0.002042712 0.001978744 0.002175738 
DTLZ5(2,5) 0.006393938 0.005145366 0.009111397 0.002183058 0.002085831 0.002446823 
DTLZ5(2,50) 0.048456913 0.019717847 0.085993684 0.002104547 0.002014196 0.002785216 
DTLZ5(3,20) 0.163108453 0.091270249 0.233428751 0.050002569 0.047100464 0.052833914 
DTLZ5(3,5) 0.058595949 0.051740464 0.071565775 0.051152352 0.046503836 0.055450573 
DTLZ5(5,10) 0.238346648 0.214811308 0.291353097 0.19762407 0.189200212 0.209553757 
DTLZ5(5,20) 0.324153214 0.285784871 0.361283163 0.19408083 0.189264966 0.201021485 
Close Modal

or Create an Account

Close Modal
Close Modal