The authors developed Just Initialize, a training-free and solver-agnostic initialization component.
Compressed routing instances provide fast, strong starts for large solvers
A training-free component builds initial solutions in a compact surrogate space, then maps them back for limited refinement.
Top University
Jiale Zhao · Sirui Mao · Zimu Chen · Wentao Yang · Zihan Wang · Xuefeng Huang · +2 more
Beihang University
Research Digest··2 min read
Zhao et al.
Why this paper
From Beihang University
In one line
Compressing routing instances before optimization produces refinement-friendly starts that match or beat leading solution quality at far lower computational cost.
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