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Cheng-Peng Li

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Open access Sep 2026

Student Psychology-Based Optimization Algorithm Based on Educational Learning Is Used for Numerical Optimization and Practical Application

It is demonstrated that the three embedded learning mechanisms substantially strengthen the optimization capacity of vanilla SPBO, and ESPBO possesses considerable application potential for numerical optimization as well as mobile robot path-planning scenarios.

Jin-Xin Liu, Chuan-Yan Wang, Cheng-Peng Li · 1 citation
Open access Aug 2026

An Improved Coati Optimization Algorithm with Urban-Traffic-Inspired Strategies for Global Optimization and Low-Carbon Microgrid Scheduling

The economic scheduling of grid-connected microgrids requires the coordinated dispatch of renewable energy sources, controllable distributed generators, battery energy storage systems, and power exchange with the utility grid while satisfying various operational constraints. Owing to the time-varying nature of renewabl...

Wen-Jie Zhao, Cheng-Peng Li · 0 citations

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