The first paper is literally a statement of problems, whereas the second reports on using GAs to tune the computationally expensive answer to the problem, i.e. picking values for using in the heuristics.
The results of using the GA were actually quite reassuring. Improvements of 8-20% over the hand-tuned solution are reported.
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