Biomedical Engineering Reference
In-Depth Information
Table 5.4
Means.and.Standard.Deviations.of.the.Generational.Distance.for.Unconstrained.Test.Functions
TestFunction
MOGA
NPGA2
NSGA2
SPEA2
PAES
MICROGA
JG
SCH
1.63178
0.00788
0.01083
0.02072
0.00208
1110.11
0.00392
(6.99304)
(0.01784)
(0.01892)
(0.07066)
(0.00351)
(4252.05)
(0.00445)
FON
0.01812
0.01290
0.01473
0.01367
0.08741
0.05874
0.01349
(0.00851)
(0.00570)
(0.00495)
(0.00536)
(0.07542)
(0.02101)
(0.00598)
POL
0.05812
0.06243
0.05011
0.04299
0.99976
0.21435
0.04361
(0.06925)
(0.07250)
(0.04996)
(0.03404)
(1.64908)
(0.14311)
(0.04206)
ZIT1
0.04444
0.03574
0.03412
0.04036
0.00494
2.31672
0.03386
(binary)
(0.00892)
(0.00867)
(0.00827)
(0.00828)
(0.02132)
(0.17970)
(0.00697)
ZIT2
0.07996
0.05591
0.05365
0.06032
0.00162
3.26253
0.05171
(binary)
(0.01845)
(0.01262)
(0.01189)
(0.01154)
(0.00189)
(0.19828)
(0.01171)
ZIT3
0.04627
0.02725
0.02876
0.03534
0.04480
2.18547
0.02647
(binary)
(0.01451)
(0.00972)
(0.01100)
(0.01016)
(0.05578)
(0.14426)
(0.00884)
ZIT4
6.63284
7.60903
7.15519
7.45696
13.3502
81.4667
5.83309
(binary)
(2.98656)
(3.81820)
(3.15991)
(3.49560)
(5.04150)
(10.3024)
(2.53999)
ZIT6
0.35795
0.14714
0.15218
0.19644
0.04066
6.36652
0.09530
(binary)
(0.05484)
(0.09597)
(0.09511)
(0.07452)
(0.07390)
(0.17106)
(0.09862)
ZIT1
0.12911
0.10382
0.11010
0.11222
0.06335
2.17251
0.05004
(real)
(0.01555)
(0.01583)
(0.01537)
(0.01476)
(0.02125)
(0.13842)
(0.01400)
ZIT2
0.24297
0.20004
0.19478
0.20013
0.10562
3.04937
0.08177
(real)
(0.03670)
(0.02543)
(0.03402)
(0.02392)
(0.02043)
(0.17496)
(0.02368)
ZIT3
0.06636
0.04612
0.04781
0.05197
0.04332
2.01183
0.01851
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