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Memory Enhanced Fractional-Order Dung Beetle Optimization for Photovoltaic Parameter Identification
Yiwei Li, Zhihua Allen-Zhao, Yuncheng Xu, Sanyang Liu
https://arxiv.org/abs/2508.06841

Memory Enhanced Fractional-Order Dung Beetle Optimization for Photovoltaic Parameter Identification
Accurate parameter identification in photovoltaic (PV) models is crucial for performance evaluation but remains challenging due to their nonlinear, multimodal, and high-dimensional nature. Although the Dung Beetle Optimization (DBO) algorithm has shown potential in addressing such problems, it often suffers from premature convergence. To overcome these issues, this paper proposes a Memory Enhanced Fractional-Order Dung Beetle Optimization (MFO-DBO) algorithm that integrates three coordinated st…