Difference between revisions of "CDS course discussion, Apr 2014"

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===== Mathematics =====
 
===== Mathematics =====
 
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'''Linear Algebra & Applied Operator Theory'''
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<u>'''CDS 201'''</u> - Linear Algebra & Applied Operator Theory
* ACM 104/CDS 201 (Beck, Murray, Owhadi)
+
* Jointly offered with ACM 104/AM 125a
 
* Vector spaces, including Banach and Hilbert spaces
 
* Vector spaces, including Banach and Hilbert spaces
 
* Linear operators, dual spaces, decompositions
 
* Linear operators, dual spaces, decompositions
 +
* ~35 students, multiple options
 
<br>
 
<br>
 
'''Introduction to Optimization'''
 
'''Introduction to Optimization'''

Revision as of 15:28, 11 April 2014


Track Fall Winter Spring
Mathematics

CDS 201 - Linear Algebra & Applied Operator Theory

  • Jointly offered with ACM 104/AM 125a
  • Vector spaces, including Banach and Hilbert spaces
  • Linear operators, dual spaces, decompositions
  • ~35 students, multiple options


Introduction to Optimization

  • ACM 113 (Doyle, Owhadi, Tropp)
  • Convex analysis
  • Linear programming/duality
Stochastic systems

Introduction to Stochastic Processes and Modeling

  • ACM/EE 116 (Hassibi, Owhadi, Tropp)
  • Probability spaces, conditional probability, random processes
  • ~100 students/year from across the Institute

Markov Chains, Discrete Stochastic Processes and Applications

  • ACM 216 (Owhadi, Tropp)

Stochastic Inference

  • ACM 218 (Chandrasekaran)
  • CDS 150 (Beck)
Dynamical Systems
CDS 140a -
Robust Control

Modern Control Theory

  • CDS 212 (Doyle, Low, Murray)
  • Dynamics and stability in discrete and continuous time
  • Uncertainty and robustness
  • Fundamental limits: Bode, Shannon, Bode/Shannon

Algorithmic Game Theory

  • CS/Ec 241