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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jia-Ni Li

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Open access Aug 2026

A Tolerance-Aware Pricing Certificate for Stabilized Dantzig–Wolfe Branch-and-Price in Unit Commitment

Stabilized proposal pricing may reduce exact subproblem work, but it cannot by itself certify branch-and-price node termination. A conditional, tolerance-adjusted node-pricing bound is developed for deterministic unit commitment. At the unstabilized restricted-master dual, CSDW-S applies a Phase-II cascade comprising a...

Zi-Han Zhang, Jia-Ni Li, Hao-Yu Yang et al. · 0 citations

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