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Eiji Mizutani (水谷英二) Associate Professor |
Office |
MA 132 |
Lab | Nonlinear numerical optimization Lab MA011-1 |
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eiji@mail.ntust.edu.tw |
Phone |
+886-2-2737-6353 |
Education |
PhD in Computer Science, National Tsing-Hua University, Taiwan M.S. in Mechanical Engineering, University of California, Berkeley, CA, USA M.S. in Industrial Engineering & Operations Research, University of California, Berkeley, CA, USA |
Courses |
Dynamic Programming, Scheduling Theory, Markov Decision Processes, Probability Models, Nonlinear Optimization |
Research |
Dynamic programming; numerical linear algebra; trust-region nonlinear optimization methods; machine learning algorithms; e.g., artificial neural network nonlinear least squares learning |
Publications and Research Projects |
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Selected Publication List Joint research with Stuart Dreyfus (Professor Emeritus, UC Berkeley) on dynamic programming and optimal control, partially supported by National Science Council (NSC), Taiwan |
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Professional Experiences |
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System Engineer, Information Systems Department, Kansai Paint Co.,Ltd, Osaka, Japan |
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Research Engineer, Sony US Research Lab., Sony Electronics Inc., San Jose, CA, US |
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Honors and Awards |
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2013 | Outstanding paper award, IEEE International Conference on Industrial Engineering and Engineering Management |
2000 | Sony Research Forum outstanding paper award |
Visiting Industrial Fellowship (to ME Dept., UC Berkeley), Kansai Paint Co.,Ltd |
2024/03/22 update