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

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Lanhua Ding

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Open access Jul 2026

MDLPSO-DE: a memory-driven distribution learning hybrid swarm optimizer with application to humanistic learning path optimization

A hybrid framework termed MDLPSO-DE is proposed by integrating memory-driven distribution learning with differential evolution and adaptive operator selection, enabling adaptive coordination between exploration and exploitation during different search stages.

Lanhua Ding, Weitao Zhao · 0 citations

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