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. 2021 Oct 4;8:689908. doi: 10.3389/frobt.2021.689908

TABLE 2.

Summary of the results. The baselines of the three submitted methods are in boldface.

Operator Localization Divide Clusters Fine-tuning Result (km)
Greedy 129,775
UEF and DoLoWire:
 UEF (no tuning) Rand mix Clusters K-means 12,764 124,162
UEF Rand mix Clusters K-means 12,764 Two clusters 122,226
 UEF (grid clusters) Rand mix Clusters Grid 1,268 Two clusters 147,817
 DoLoWire (no tuning) 2- to 3-opt Grid Grid 1,268 120,751
DoLoWire 2- to 3-opt Grid Grid 1,268 500 points 115,620
LKH with clustering:
 LKH (k-means) 2- to 5-opt Neighbors K-means 12,764 121,020
 LKH (k-means) 2- to 5-opt Neighbors K-means 1,268 117,496
 LKH (grid) 2- to 5-opt Neighbors Grid 1,268 113,598
 LKH (grid + tuning) 2- to 5-opt Neighbors Grid 1,268 500 points 112,404
 LKH (grid + tuning) 2- to 5-opt Neighbors Grid 1,268 Two clusters 111,636
LKH without clustering:
LKH 2- to 5-opt Neighbors 109,284
 LKH (Delaunay) 2- to 5-opt Delaunay 108,996