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Benchmarks
Distributed Training and Task Allocation Optimization on Scenario A 25 Vehicles
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0.435
Decision Time (s)
TSGD
0.37164
0.79932
1.227
1.65468
Jan 17, 2025
Decision Time (s)
Total Training Time (s)
Time Reduction
Updated 6d ago
Evaluation Results
Method
Method
Links
Decision Time (s)
Total Training Time (s)
Time Reduction
TSGD
variant=Greedy
2025.01
0.435
333.654
-
TSSO
variant=Random
2025.01
0.566
322.328
3.4
TSPSO
2025.01
1.668
359.2
-7.7
TSGA
2025.01
1.736
310.64
6.9
HEART
2025.01
2.019
241.942
27.5
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