Control & Optimization

Boyd, Candes, Duchi, El Gamal, Glynn, Goldsmith, Johari, Lall, Ousterhout, Pavone, Pilanci, Prabhakar, Rajagopal, Sadigh, Tse, Van Roy, Wootters, Ye, Zou

Optimal design and engineering systems operation methodology is applied to things like integrated circuits, vehicles and autopilots, energy systems (storage, generation, distribution, and smart devices), and financial trading. Optimization is also widely used in signal processing, statistics, and machine learning as a method for fitting parametric models to observed data. Examples include:

  • Languages and solvers for convex optimization,
  • Distributed convex optimization,
  • Robotics,
  • Smart grid algorithms,
  • Learning via low rank models,
  • Approximate dynamic programming,
  • Methods for sparse signal recovery,
  • Dynamic game theory,
  • Control theory,
  • Decentralized control.

 

11 results found.

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Stephen P. Boyd

Stephen P. Boyd Professor

Pkd 254 (9510)
Website

Chaffee, Douglas Administrator

Packard 259 (9510)
721-2892
dchaffee@stanford.edu

John Duchi

John Duchi Assistant Professor

Sequoia 126 (4065)
Website

Chaffee, Douglas Administrator

Packard 259 (4065)
721-2892
dchaffee@stanford.edu

Abbas El Gamal

Abbas El Gamal Professor

Pkd 262 (9510)
Website

Dillon, Marsha Administrator

Packard 174 (9510)
(650) 723-6471
marshad@ee.stanford.edu

Sanjay Lall

Sanjay Lall Professor

Pkd 235 (9510)
Website

Chaffee, Douglas Administrator

Packard 259 (9510)
721-2892
dchaffee@stanford.edu

Mert Pilanci

Mert Pilanci Assistant Professor

Packard (4070)
Website

Chaffee, Douglas Administrator

Packard 259 (4070)
721-2892
dchaffee@stanford.edu

Balaji Prabhakar

Balaji Prabhakar Professor

Pkd 269 (9510)
Website

Marquez, Kara Administrator

Packard 267 (9510)
650-723-4731
kara.marquez@stanford.edu

Dorsa Sadigh

Dorsa Sadigh Assistant Professor

Gates 142 (9010)

Harara, Ann Administrator

Gates 150 (9010)
650-725-1342
ann1083@stanford.edu

David Tse

David Tse Professor

Packard 264 (9510)
Website

Niu, Helen Administrator

Packard 310 (9510)
723-8121
helen.niu@stanford.edu

Benjamin Van Roy

Benjamin Van Roy Professor

Pkd 273 (9510)
Website

Marquez, Kara Administrator

Packard 267 (9510)
650-723-4731
kara.marquez@stanford.edu

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