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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

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Xiao-Yun Geng

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Open access Sep 2026

Weather State Ants Optimizer: A Markov-Driven Variable-Structure Metaheuristic

Metaheuristics require sustained global search without sacrificing local refinement, yet many variable-structure methods change operators through one-way iteration schedules. We introduce the Weather State Ants Optimizer (WSAO), in which a discrete-time Markov chain recurrently selects one of three population updates....

Xiu-Bo Xia, Jian Sun, Xiao-Yun Geng et al. · 0 citations

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