Research Article

Geometric Generalisation of Surrogate Model-Based Optimisation to Combinatorial and Program Spaces

Table 4

Fitness-distance correlation for permutation problems using hamming and swap distance.

Instance Hamming Swap

kra30a −0.02 0.31
kra32 −0.11 0.11
lipa30a 0.32 0.41
nug30 0.38 0.44
ste36a 0.07 0.12
tho30 0.46 0.52
unih30 1.00 1.00
unis30 1.00 1.00