NME 130: Difference between revisions
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===== ACM 216 ===== | ===== ACM 216 ===== | ||
Markov Chains, Discrete Stochastic Processes and Applications | Markov Chains, Discrete Stochastic Processes and Applications | ||
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===== NME 130 ===== | |||
* Uncertainty and robustness | |||
** Representation of uncertainty | |||
** Operator bounds; links to small gain | |||
** Robust performance: discrete time, NL? | |||
** Need to say all of this in a non-control specific way | |||
* Fundamental limits: Bode, Shannon, Bode/Shannon | |||
* Case studies | |||
** Internet: layering as optimization | |||
** One more (''not'' the cell) | |||
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* Convex analysis | * Convex analysis | ||
* Linear programming/duality | * Linear programming/duality | ||
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* Time complexity of algorithms; P vs NP | * Time complexity of algorithms; P vs NP | ||
* Formal logic and provability | * Formal logic and provability | ||
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* Graphical models | * Graphical models | ||
* Will eventually move to second term | * Will eventually move to second term | ||
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* Kalman filtering | * Kalman filtering | ||
CDS 212- Modern control theory | CDS 212- Modern control theory | ||
* | * Robust control of nonlinear systems | ||
* Fundamental limits of performance | |||
* | |||
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Revision as of 15:16, 26 June 2009
NME 130 is a new class on "information systems" that we are planning.
Participants:
Discussion sessions
Date | Topics | Discussion leaders | Unavailable |
15 May (Fri) @ 3 pm, 110 Steele | Optimization
|
John, Ben | Nader, Michelle, Tracy, Pablo, Ufuk |
20 May (Wed) @ 12 pm | Distributed/networked systems
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Steven, Javad | Richard (phone?), Nader |
28 May (Thu) @ 12 pm | Information theory
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Tracey, Michelle | Richard, Ufuk, Nader |
3 Jun (Wed) @ 12 pm | Uncertainty
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Ufuk, Nader | Richard |
16 Jun (Tue) @ 3 pm | Dynamical Systems
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Nader, Andy | Michelle, John, Tracey |
19 Jun (Fri) @ 11 am | Graphical models | Andreas | John (phone?) |
24 Jun (Wed) @ 4 pm | Synthesis theory
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TBD | |
26 Jun (Fri) @ 11 am | Course planning | Richard |
2009-10 course plan
Track | Fall | Winter | Spring |
Stochastic systems |
ACM/EE 116Introduction to Stochastic Processes and Modeling |
ACM 216Markov Chains, Discrete Stochastic Processes and Applications |
NME 130
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Optimization and algorithms |
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ACM 113
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Information systems |
CS/EE/Ma 129aInformation and complexity
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CS/EE/Ma 129bInformation and complexity
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Data-driven modeling |
CS/CNS/EE 156
CS 155
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ACM |
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CS |
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CDS |
CDS 210a - Control theory
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CDS 110b - Optimization-based control
CDS 212- Modern control theory
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EE |
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