Wenjie Yi

Contact

• workRoom C87 School of Computer Science
  Jubilee Campus
  Wollaton Road
  Nottingham
  NG8 1BB
  UK
• Wenjie.Yi@nottingham.ac.uk
• http://www.cs.nott.ac.uk/~psxwy5/

Biography

I am a fourth-year Ph.D. student in the School of Computer Science at the University of Nottingham/UK, in the Computational Optimisation & Learning (COL) Lab.

Area of interest: Automated Algorithm Design, Evolutionary Computation, Hyper-heuristics, Vehicle Routing Problem.

Expertise Summary

My research is about the modeling and development of general search framework, using data mining and /or machine learning to extract knowledge or rules, thus towards automated algorithm design.

Recent Publications

• WENJIE YI, RONG QU, LICHENG JIAO and BEN NIU, 2022. Automated Design of Metaheuristics Using Reinforcement Learning within a Novel General Search Framework IEEE Transactions on Evolutionary Computation.
• WENJIE YI, RONG QU and LICHENG JIAO, 2022. Automated Algorithm Design Using Proximal Policy Optimisation with Identified Features Expert Systems with Applications.

• View all publications

• WENJIE YI, RONG QU, LICHENG JIAO and BEN NIU, 2022. Automated Design of Metaheuristics Using Reinforcement Learning within a Novel General Search Framework IEEE Transactions on Evolutionary Computation.
• WENJIE YI, RONG QU and LICHENG JIAO, 2022. Automated Algorithm Design Using Proximal Policy Optimisation with Identified Features Expert Systems with Applications.