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Yutong Zou

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Book Open access Jul 2026

Automated PSO Configuration Framework via Deep Neural Networks and Function Landscape Descriptors

This work introduces Automated Deep-learning-based Particle Swarm Optimization (AD-PSO), a framework that highly automates PSO configuration and execution and features a modular design, incorporating diverse PSO variants as interchangeable components.

Yutong Zou, Peter J. Bentley · 0 citations
Book Open access Jul 2026

Particle Swarm Optimization with Population Dynamics - Artificial Splitting, Extinction, and Migration

Many Particle Swarm Optimization (PSO) variants often fail to approach the global optimum due to complex fitness landscapes and/or the structural rigidity of these variants. We developed a novel framework named PSO-SEM, centered on macro-evolutionary population management. PSO-SEM introduces three landscape-driven oper...

Yutong Zou, Wenjun Wang, Wei Pang · 0 citations

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