Using Objective Clustering for Solving Many-Objective Optimization Problems

Table 4

(a) Inter-dependence coefficient matrix on DTLZ5 (3, 5). (b) Interdependence coefficient matrix on DTLZ2 (5).

(a)  

Interdependence coefficient matrix D based on; 𝐹𝑡={1,2,3,4,5}	Interdependence coefficient matrix D based on; 𝐹^'𝑡 ={2,3,4,5}
00.38890.53321.27151.30650.388900.50311.26531.26400.53320.503101.30291.28571.27151.26531.302901.22451.30651.26401.28571.22450	00.35261.33261.32310.352601.38551.34301.33261.385501.32721.32311.34301.32720

(b)  

Interdependence coefficient matrix D based on; 𝐹𝑡={1,2,3,4,5}
01.32221.38140.65131.33231.322200.71991.24140.73871.38140.719901.36301.35730.65131.24141.363001.27981.33230.73871.35731.27980