Algorithms Seminar/Spring10

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'''MEB 3105'''
'''MEB 3105'''
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==Outline==
 
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* separator structures on graphs: planarity, treewidth, and the robertson-seymour theorem
 
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** [http://infolab.stanford.edu/pub/cstr/reports/cs/tr/77/627/CS-TR-77-627.pdf Lipton-Tarjan separator theorem]
 
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** [http://www-2.cs.cmu.edu/~glmiller/Publications/Papers/Mi87.pdf Gary Miller's cycle separator]
 
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** An application: [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.93.4667&rep=rep1&type=pdf linear time shortest paths for planar graphs]
 
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** Application: [http://historical.ncstrl.org/litesite-data/stan/CS-TR-77-628.pdf PTAS for finding  maximum independent sets in planar graphs]
 
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* [http://www.cs.uu.nl/research/techreps/repo/CS-1992/1992-12.pdf A tourist guide through treewidth]
 
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** Application: [http://www.eecs.berkeley.edu/~wainwrig/Papers/WaiJor08_FTML.pdf junction trees in graphical models (2.5.2)]
 
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** Application: solving NP-hard problems on graphs of bounded treewidth.
 
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** [http://archive.cs.uu.nl/pub/RUU/CS/techreps/CS-1997/1997-31.ps.gz General algorithmic methods for solving problems on graphs of bounded treewidth]
 
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** [http://www.google.com/url?sa=t&source=web&ct=res&cd=24&ved=0CBkQFjADOBQ&url=http%3A%2F%2Fhomepages.ecs.vuw.ac.nz%2F~mathmeet%2Fnewplymouth%2Fnzm1.ps&ei=JDhES4CmJIn8tAOO6I0h&usg=AFQjCNFa4EbJPnSO4V8RTgJNexKe98rHQw&sig2=83aPogymDvnNN1QQA77I7w Nice survey of Courcelle's theorem and implications].
 
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* [http://www.cs.tau.ac.il/~nogaa/PDFS/spr.pdf separators for graphs with excluded minors]
 
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* Spectral properties of graphs
 
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** laplacian and connectivity
 
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** second eigenvalue and cuts. Cheeger's inequality
 
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** [http://www.cs.yale.edu/homes/spielman/561/lect25-09.pdf Spielman/Teng spectral separator theorem] and [http://math.mit.edu/~spielman/course/lect3.html related notes]:
 
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** [http://arxiv.org/abs/0808.4134 spectral sparsification]
 
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* evasiveness
 
==Participants==
==Participants==

Revision as of 06:34, 27 January 2010

Topics in Graph Algorithms

Wed 3:40-5:00 MEB 3105


Participants

Schedule

Date Topic Paper(s) Presenter
Planarity, Treewidth and Minors
Jan 13 Planar graphs and separators Lipton-Tarjan separator theorem, Gary Miller's cycle separator Suresh (notes)
Jan 27 Applications of Separators: The MIS problem Lipton-Tarjan, Baker JT
Feb 3 Treewidth: defns, results, applications Erickson notes Parasaran
Feb 10 Minors. well-quasi orders, kruskal, wagner, robertson-seymour. well-quasi orders, Higman's lemma (Section 3), Kruskal's theorem, Erickson notes Suresh
Feb 17 Diameter-treewidth: graphs of bounded treewidth exclude planar graphs. bidimensionality. Ruihong
Spectral Graph Theory
Feb 24 Spectral properties of graphs: Laplacian and connectivity Jiarong
Mar 3 Second eigenvalue and cuts. Cheeger's inequality Jags
Mar 10 Separators via spectral properties Seth
Mar 17 Spectral Sparsification John
Graph Algorithms
Mar 31 Planarity Testing
Apr 7 Randomized linear time MST Raj
Apr 14 All pairs-shortest paths JT
Apr 21
Evasiveness: Graphs meet topology
Apr 28
May 5?

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