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Tuning the Parameters of a Loading Algorithm

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Figure

Figure 2.2: On the left a wall building approach, on the right a cuboid arrangement approach.
Figure 3.13: Performance distribution of our LHS (“topSpace” excluded). The performances are givenas the average volume utility over all 80 problem instances and the frequency indicates how manyconfigurations in our LHS of size 334 have that performance (because of our LHD, one third of theoriginal 500 configurations takes the value “topSpace”, and is therefore excluded).
Figure 3.14: Performance distribution of our LHS of 50 configurations on 8 practical pick-pallet instances.The performances are given as the average number of pallets utilized over all 8 problem instances andthe frequency indicates how many configurations in our sample of 50 have that performance.
Figure 4.1: Visualization of uRace, showing the parallel evolution of parameter configurations and anincreasingly localized search

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