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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yunpeng Lv

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Open access Jul 2026

A multi-objective energy-efficient clustering routing protocol for environmental monitoring in industrial IoT.

Experimental evaluations under various IWSN environmental monitoring scenarios show that CCNCSO-CRP outperforms state-of-the-art protocols including LEACH-C, VSSLS-SIACR, and FOAEAUC-SARP, and provides reliable technical support for high-performance environmental parameter detection and intelligent early warning system...

Yunpeng Lv, Tingfa Zhou, Bo-Hui Zhou et al. · 0 citations
Open access Aug 2026

A Novel l1 Exact Penalty Function Method and Its Application

A continuously differentiable smoothing approximation that preserves the exactness of the original penalty while enabling efficient numerical solution and faster convergence and improved objective values compared with the traditional non-smooth penalty method is proposed.

Yunpeng Lv · 0 citations

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