Compared with the algorithm selection approach, ours do not
require the preliminary feature extraction via sampling of the
search space of the problem. Instead, we assume that the problem
is an unknown one. Of course, it does not preclude information
collection during the execution of our algorithm (and appropriate
post-processing resampling to approximate uniform sampling)
which can aid the algorithm mapping for the algorithm selection
approach. Hence the two approaches are entirely complimentary.