Biomedical Engineering Reference
In-Depth Information
TableĀ 5.6
Means.and.Standard.Deviations.of.the.Spread.for.Unconstrained.Test.Functions.with.Binary.
Coding
Test
Function MOGA NPGA2 NSGA2 SPEA2 PAES MICROGA JG
SCH 1.02523 1.09615 0.79028 0.84460 1.24120 0.94102
0.76548
(0.14631)
(0.12280)
(0.27601) (0.21778) (0.28551) (0.14680) (0.28694)
FON 1.03046 1.06488 0.81581 0.89288 1.18890 0.84067
0.79632
(0.09428) (0.08976) (0.10672) (0.07915)
(0.06091)
(0.17055) (0.12059)
POL 1.24790 1.30040 0.98009 1.06714 1.45101 1.16311
0.97765
(0.08416) (0.09810)
(0.03127)
(0.03670) (0.17554) (0.08594) (0.03300)
ZIT1 0.63691 0.61230
0.41442
0.52405 1.26137 0.84746 0.41465
(binary) (0.10156) (0.08824) (0.05896) (0.09220) (0.06556)
(0.04018)
(0.05094)
ZIT2 0.61292 0.58163
0.47624
0.54716 1.26247 0.89727 0.50918
(binary) (0.11556) (0.08569) (0.07003) (0.08752) (0.08099)
(0.05266)
(0.12495)
ZIT3 0.86572 0.83810
0.82077
0.83004 1.11195 0.84011 0.82535
(binary) (0.08209) (0.05907) (0.09101) (0.07053) (0.23000)
(0.03607)
(0.06827)
ZIT4 0.95457 0.98082 0.88591 0.90604 1.11646 0.88144
0.87744
(binary)
(0.02219)
(0.06604) (0.03558) (0.04790) (0.08184) (0.08978) (0.04379)
ZIT6
0.79677
0.96855 0.82626 0.89355 1.38634 0.93809 0.88508
(binary) (0.04076) (0.15051) (0.16014) (0.14645) (0.14814)
(0.03384)
(0.21032)
Source:
. Data.from.Chan,.T..M.,.Man,.K..F.,.Kwong,.S.,.Tang,.K..S.,.A.jumping.gene.paradigm.for.evolutionary.
multiobjective.optimization,.
IEEETransactionsonEvolutionaryComputation
,.12(2),.143-159,.2008.
Note:
. The.best.result.for.each.test.function.is.marked.in.bold,.and.the.values.in.parentheses.represent.the.stan-
dard.deviation.
Search WWH ::
Custom Search