4 papers
On Joint Convergence of Traffic State and Weight Vector in Learning-Based Dynamic Routing with Value Function Approximation
Yidan Wu, Jianan Zhang, Li Jin
Learning-based approaches are increasingly popular for traffic control problems. However, these approaches are applied typically as black boxes with limited theoretical guarantees…
A case study of the Lunger phenomenon based on multiple algorithms
Zhang Jianan, Wang Yiyi, Duan Hongyi +1
In this study, we conduct a thorough and meticulous examination of the Runge phenomenon. Initially, we engage in an extensive review of relevant literature, which aids in delineati…
Improvement and Enhancement of YOLOv5 Small Target Recognition Based on Multi-module Optimization
Qingyang Li, Yuchen Li, Hongyi Duan +4
In this paper, the limitations of YOLOv5s model on small target detection task are deeply studied and improved. The performance of the model is successfully enhanced by introducing…
Comparative study of microgrid optimal scheduling under multi-optimization algorithm fusion
Hongyi Duan, Qingyang Li, Yuchen Li +2
As global attention on renewable and clean energy grows, the research and implementation of microgrids become paramount. This paper delves into the methodology of exploring the rel…