Research field (1)：
Control and systems engineering
Research theme for competitive and other funds (3)：
2022 - 2025 First-Order Method-Based Optimization for Dynamical System Control and Its Engineering Applications
2019 - 2022 Data-Driven Learning Optimization of Dynamical System with Stochastic Uncertainty and Its Application
2018 - 2020 Data-Driven Learning Optimal Control for Stochastic Systems
Papers (22)：
Kouta Kosaka, Shiro Masuda, Mitsuru Toyoda, Yoshihiro Matsui. Design of Pre-Filter Based on Kernel Regularization Method in VRFT. IEEJ Transactions on Electronics, Information and Systems. 2023. 143. 3. 297-304
Mitsuru Toyoda, Yuhu Wu. Kullback--Leibler Control in Boolean Control Networks. IEEE Transactions on Cybernetics. 2023
Xiaolin Tang, Jiaxin Chen, Kai Yang, Mitsuru Toyoda, Teng Liu, Xiaosong Hu. Visual Detection and Deep Reinforcement Learning-Based Car Following and Energy Management for Hybrid Electric Vehicles. IEEE Transactions on Transportation Electrification. 2022. 8. 2. 2501-2515
Mitsuru Toyoda, Mirai Tanaka. Efficient iterative method for SOAV minimization problem with linear equality and box constraints and its linear convergence. Journal of the Franklin Institute. 2022. 359. 5. 2206-2228
Mitsuru Toyoda, Mirai Tanaka. An analysis of hot-started ADMM for linear MPC. IET Control Theory and Applications. 2021. 15. 15. 1999-2016
Terminal Cost Optimization of Probabilistic Boolean Control Network with Beta Distributed Selection Probabilities
(Proceedings of the 38th Chinese Control Conference 2019)
MCMC Based Transition Probability Estimation for Probabilistic Boolean Networks
(Proceedings of 12th Asian Control Conference (ASCC) 2019 2019)
2014 - 2018 Sophia University Graduate School of Science and Technology Devision of Mechanical Engineering
2010 - 2014 Sophia University Faculty of Science and Technology Department of Engineering and Applied Sciences
Professional career (1)：
博士(工学) (上智大学)
Work history (4)：
2020/04 - 現在 Tokyo Metropolitan University Faculty of Systems Design, Department of Mechanical Systems Engineering Assistant Professor
2019/04 - 2020/03 Tokyo Metropolitan University Faculty of Systems Design, Department of Mechanical Systems Engineering Assistant Professor
2018/04 - 2019/03 The Institute of Statistical Mathematics School of Statistical Thinking Project Assistant Professor
2016/04 - 2018/03 Sophia University Faculty of Science and Technology Research Assistant
Awards (3)：
2019/12 - The Japan Society of Mechanical Engineers 第62回自動制御連合講演会優秀発表賞 An Efficient Algorithm for $\ell_{1}$ Optimal Control Problems with a Box Constraint and Its Parallelization
2016/03 - The Japan Society for Design Engineering 武藤栄次賞優秀学生賞
2013/03 - The Japan Society of Mechanical Engineers 畠山賞
Association Membership(s) (4)：
IEEE
, THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS
, SOCIETY OF AUTOMOTIVE ENGINEERS OF JAPAN
, THE JAPAN SOCIETY OF MECHANICAL ENGINEERS
