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Author

Junfeng Yi

2 papers indexed here

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Conference Aug 2026

Ensemble Surrogate-Assisted Optimization for Dynamic Multi-UAV Enabled Wireless Powered Communication Network Problem

High-dimensional Expensive Mixed-Variable Optimization Problems (HEMVOPs) are widely prevalent in the design of complex engineering systems, such as Unmanned Aerial Vehicle (UAV) communications and smart grids. These problems are notoriously challenging due to the curse of dimensionality, strong coupling between contin...

Jun-Feng Yi, Yu Zhou, Shu-Wei Zhu et al. · 0 citations
Book Open access Jul 2026

Ensemble Surrogate-Assisted Optimization with Dynamic Dimensional Splitting for High-Dimensional Expensive Mixed-Variable Problems

This paper proposes a novel framework: Ensemble Surrogate-assisted hybrid search with importance-aware Dimensional Splitting (ESDS), which dynamically allocates the dimensional budget to the most critical variables via data-driven sensitivity analysis.

Jun-Feng Yi, Shu-Wei Zhu, Meiji Cui et al. · 0 citations

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