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Xue-Feng Huang

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#artificial intelligence Preprint Sep 2026

Just Initialize: A Training-Free Initialization Component for Large-Scale Routing Optimization

Just Initialize is proposed, a training-free and solver-agnostic initialization component for large-scale routing optimization that compresses a large routing instance into a compact surrogate space, optimizes its global routing structure, and recovers the resulting solution as an optimization-friendly starting point i...

Jia-Le Zhao, Si-Rui Mao, Zi-Mu Chen et al. · 0 citations

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