Radio-to-Fiber Repeater Placement in Wireless Local-Loop Systems - Multiobjective Optimization Methodology: A Jumping Gene Approach - page 139

Table 6.4
Means.and.Standard.Deviations.of.the.Deb.and.Jain.Convergence.Metric.for.10.Sets.of.Testing.
Scenarios.Using.Different.Algorithms

SetNo. MOGA NPGA2 NSGA2 SPEA2 PAES MICROGA JG

1 0.18523 0.10565 0.09517 0.09543 0.13061 0.22392 0.09572

(0.02625) (0.02558) (0.01077) (0.00956) (0.04365) (0.02260) (0.00978)

2 0.20975 0.11147 0.10622 0.10764 0.14184 0.25765 0.10448

(0.03841) (0.02740) (0.01076) (0.01067) (0.04286) (0.02552) (0.01059)

3 0.20242 0.10224 0.09488 0.09666 0.12858 0.21525 0.09473

(0.05163) (0.01753) (0.00973) (0.01098) (0.04167) (0.02190) (0.01359)

4 0.19861 0.10580 0.09885 0.09636 0.11902 0.22935 0.09310

(0.03369) (0.02133) (0.00921) (0.00846) (0.03693) (0.02593) (0.01176)

5 0.18719 0.10503 0.09922 0.09536 0.12918 0.22970 0.09625

(0.02767) (0.01591) (0.01176) (0.00847) (0.03602) (0.02161) (0.00996)

6 0.19051 0.09751 0.09761 0.09702 0.13096 0.22927 0.09235

(0.02317) (0.01811) (0.00752) (0.01261) (0.04187) (0.01625) (0.00793)

7 0.19037 0.10617 0.10091 0.10336 0.13138 0.22712 0.10169

(0.02533) (0.02357) (0.01148) (0.01077) (0.04013) (0.02298) (0.01129)

8 0.19563 0.10689 0.09695 0.09798 0.11998 0.23053 0.09804

(0.03001) (0.02081) (0.00954) (0.00956) (0.04773) (0.02450) (0.01214)

9 0.20391 0.11755 0.09787 0.10573 0.13488 0.24605 0.10261

(0.02863) (0.02756) (0.01104) (0.00994) (0.04037) (0.03780) (0.00916)

10 0.20395 0.10625 0.09638 0.10233 0.12756 0.23490 0.09619

(0.03225) (0.02081) (0.01042) (0.01009) (0.02889) (0.02595) (0.01046)

Note: . The.best.result.for.each.testing.set.is.marked.in.bold,.and.the.values.in.parentheses.represent.the.
standard.deviation.