研究室紹介
Mathematical Systems Theory Laboratory
Department of Electrical Engineering, Faculty of Information Science and Electrical Engineering
Department of Electrical and Electronic Engineering, Graduate School of Information Science and Electrical Engineering
Department of Electrical Engineering and Computer Science, School of Engineering
In this laboratory we conduct analysis and synthesis of dynamical systems using control system theory and optimization theory. In particular, recently we focus on algorithms and neural networks used in AI and machine learning fields and try to establish their reliability and stability from rigorous mathematical point of view. We promote these studies in close collaboration with the members from LAAS-CNRS, Toulouse, France.
Staff
Prof. Yoshio Ebihara
The Main Research Topics
- Analysis and Synthesis of Control Systems Using Conic Programming
- Stability Analysis of Recurrent Neural Networks
- Energy Management in Off Grids
