Yang Wang
 |
Yang Wang
Ph.D. Candidate |
Contact
Packard 243, Stanford, CA 94305
(650) 723-9833
yw224@stanford.edu
Education
B.A., M.Eng., Engineering, University of Cambridge, Magdalene College, June 2006
Interests and Current Research
Convex optimization and applications
Machine Learning
Stochastic control
Model predictive control
Journal Publications
Approximate Dynamic Programming via Iterated Bellman Inequalities
Y. Wang and S. Boyd. Submitted.Fast evaluation of quadratic control-Lyapunov policy
Y. Wang and S. Boyd.
IEEE Transactions on Control Systems Technology, 19(4):939–946, July 2011.Code generation for receding horizon control
J. Mattingley, Y. Wang, and S. Boyd.
IEEE Control Systems Magazine, 31(3):52–65, June 2011.Performance bounds and suboptimal policies for linear stochastic control via LMIs
Y. Wang and S. Boyd.
International Journal of Robust and Nonlinear Control, 21(14):1710–1728, September 2010.Performance bounds for linear stochastic control
Y. Wang and S. Boyd.
Systems and Control Letters, 58(3):178–182, March 2009.Fast model predictive control using online optimization
Y. Wang and S. Boyd.
IEEE Transactions on Control Systems Technology, 18(2):267–278, March 2010.
Conference Publications
Min-max approximate dynamic programming
B. O’Donoghue, Y. Wang, and S. Boyd.
In Proceedings IEEE Multi-Conference on Systems and Control, pages 424–431, Denver, September 2011.Imputing a convex objective function
A. Keshavarz, Y. Wang, and S. Boyd.
In Proceedings IEEE Multi-Conference on Systems and Control, pages 613–619, Denver, September 2011.Operation and sizing of a storage portfolio via convex optimization
M. Kraning, Y. Wang, E. Akuiyibo, and S. Boyd.
In Proceedings IFAC World Congress, pages 10487–10492, Milan, August 2011.Code generation for receding horizon control
J. Mattingley, Y. Wang, and S. Boyd.
In Proceedings IEEE Multi-Conference on Systems and Control, pages 985–992, Tokyo, September 2011.Fast model predictive control using online optimization
Y. Wang and S. Boyd.
In Proceedings IFAC World Congress, pages 6974–6997, Seoul, July 2008.Efficient point location via subdivision walking with application to explicit MPC
Y. Wang, C. Jones, and J. Maciejowski.
In Proceedings of the European Control Conference, pages 447–453, Kos, Greece, July 2007.
Talks
Applications of convex optimization in control
Institute for Dynamic Systems and Control, ETH Zurich, May 2011
Teaching
Instructor for:
Convex Optimization I (EE364s), Summer 2009 and Summer 2010
Embedded and Convex Optimization for Control, one week course, KU Leuven, Belgium, March 2010
Teaching assistant (TA) for: