Table 3.
Parameters settings of GCDMOPSO and all the compared algorithms.
Algorithms | Parameters setting | |
---|---|---|
1 | dMOPSO [19] | w ∈ [0.1, 0.5], c1c2 ∈ [1.5, 2.5] |
2 | MOPSO [9] | w ∈ [0.1, 0.5], c1c2 ∈ [1.5, 2.5], div=10 |
3 | SMPSO [13] | w ∈ [0.1, 0.5], c1c2 ∈ [1.5, 2.5], pm=(1/n), ηm=20 |
4 | MOPSOCD [24] | w ∈ [0.1, 0.5], c1c2 ∈ [1.5, 2.5] |
5 | MPSO/D [18] | w ∈ [0.1, 0.5], c1c2 ∈ [1.5, 2.5], pc=0.9, F=0.5, CR=0.5, pm=(1/n), ηm=20 |
6 | MMOPSO [14] | w ∈ [0.1, 0.5], c1c2 ∈ [1.5, 2.5], pc=0.9, pm=(1/n), ηc=ηm=20 |
7 | NMPSO [23] | w ∈ [0.1, 0.5], c1c2c3 ∈ [1.5, 2.5], pm=(1/n), ηc=ηm=20 |
8 | NSGA-II [10] | p c =1.0, pm=(1/n), ηc=ηm=20 |
9 | NSGA-III [25] | p c =1.0, pm=(1/n), ηc=ηm=20 |
10 | MOEA/D [15] | p c =1.0, pm=(1/n), ηc=ηm=20, T=20 |
11 | MOEAIGDNS [26] | p c =1.0, pm=(1/n), ηc=ηm=20 |
12 | SPEAR [27] | p c =1.0, pm=(1/n), ηc=ηm=20 |
13 | SPEA2 [28] | p c =1.0, pm=(1/n), ηc=ηm=20 |
14 | IBEA [29] | p c =1.0, pm=(1/n), ηc=ηm=20 |
15 | GCDMOPSO | w=0.4, c1c2=2, div=50 |