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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

Chuan Yang

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Preprint Aug 2026

Dynamic-Threshold Algorithms for the Continuous Quadratic Knapsack Problem: Reset Mechanisms and Complexity

Condat's algorithm is an efficient dynamic-threshold method for projection onto the simplex, but its extension to weighted equality constraints and the algorithmic roles of resetting and removal have received limited analysis. We develop a dynamic-threshold algorithm (DTA) for a continuous quadratic knapsack problem wi...

Yong-Jin Liu, Pei-Cheng Xie, Chuan Yang · 0 citations
Preprint Jul 2026

A Parallel Evolutionary Algorithm Framework for Graph $k$-CUT Problems

A unified Parallel Evolutionary Algorithm Framework (PEAF) is proposed, which combines structure-inheriting crossover operators, a hierarchical mutation mechanism based on the Multiple Mutation Heuristic and the Auxiliary Cut Mutation Heuristic, and a diversity-preserving selection strategy.

Sihong Shao, Chuan Yang · 0 citations

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