Control & Optimization

Boyd, Candes, Duchi, El Gamal, Enge, Glynn, Goldsmith, Johari, Lall, Montanari, Ousterhout, Pavone, Prabhakar, Rajagopal, Tse, Van Roy, Ye

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,
  • Smart grid algorithms,
  • Learning via low rank models,
  • Approximate dynamic programming,
  • Methods for sparse signal recovery,
  • Dynamic game theory,
  • Control theory,
  • Decentralized control.

 

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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

Hamel, Marie Administrator

Packard 217 (4065)
497-6217
mhamel@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

Andrea Goldsmith

Andrea Goldsmith Professor

Pkd 371 (9515)
Website

Gillespie, Julia Administrator

Packard 365 (9515)
723-2681
jvgill@stanford.edu

Sanjay Lall

Sanjay Lall Professor

Pkd 235 (9510)
Website

Gillespie, Julia Administrator

Packard 365 (9510)
723-2681
jvgill@stanford.edu

Andrea Montanari

Andrea Montanari Associate Professor

Pkd 267 (9510)
Website

Kuduk, Andrea Administrator

Packard 267 (9510)
723-4731
kuduk@ee.stanford.edu

Balaji Prabhakar

Balaji Prabhakar Professor

Pkd 269 (9510)
Website

Kuduk, Andrea Administrator

Packard 267 (9510)
723-4731
kuduk@ee.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

Kuduk, Andrea Administrator

Packard 267 (9510)
723-4731
kuduk@ee.stanford.edu