Wednesday, April 24, 2013

IBEA vs NSGAII for large feature models

10 runs for 2000sec each. pop=300, xover=0.05, mut=0.001, 5 obj

      IBEA With Rule Fixing
FM Features Rules %correct TimeToAnyC TimeTo50C TimeTo100C
toybox 544 1020 40.4% 28.4 NA NA
axTLS 684 2155 99.6% 45.2 187 224
ecos 1244 3146 100% 93.2 115 223
freebsd 1396 62183 98% 315 501 NA
fiasco 1638 5228 99.6% 170 656 810
uClinux 1850 2468 38% 75 NA NA
busybox 6796 17836 1.98% 1350 NA NA

      NSGA-II With Rule Fixing
FM Features Rules %correct TimeToAnyC TimeTo50C TimeTo100C
toybox 544 1020    
axTLS 684 2155    
ecos 1244 3146 0% NA NA NA
freebsd 1396 62183 0% NA NA NA
fiasco 1638 5228 2% 61 NA NA
uClinux 1850 2468 3.33% 26 NA NA
busybox 6796 17836 1.17% 1110 NA NA

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