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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

Yancheng Song

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Preprint Aug 2026

DualCert: A Solver for the Traveling Salesman Problem with Constraint-Coupled Learning

DualCert introduces constraint-coupled learning, in which current degree equations and dynamically separated subtour-elimination constraints (SECs) define each learned transition, and achieves a mean tour-cost gap of 0.0573%, smaller than the reported NeuroLKH mean gap.

Yancheng Song, Yong-Zhi Qi, Wei Qi et al. · 0 citations

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