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New algorithms for sampling closed and/or confined equilateral polygons Cantarella, Jason
Description
This talk gives an overview of new Markov chain methods based on symplectic geometry for understanding and sampling spaces of fixed edgelength polygons. The new methods are simple to code, and allow you to sample polygons in several different confinement models, as well as to prove some theorems about closed and confined random polygons. These are the first Markov chain methods for closed and confined polygons with a proof of geometric convergence to the correct probability measure on polygon space and statistically consistent error estimators for Markov chain Monte Carlo integration. The talk describes joint work with Clayton Shonkwiler (UGA).
Item Metadata
Title |
New algorithms for sampling closed and/or confined equilateral polygons
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Creator | |
Publisher |
Banff International Research Station for Mathematical Innovation and Discovery
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Date Issued |
2013-11-18
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Description |
This talk gives an overview of new Markov chain methods based on symplectic geometry for understanding and sampling spaces of fixed edgelength polygons. The new methods are simple to code, and allow you to sample polygons in several different confinement models, as well as to prove some theorems about closed and confined random polygons. These are the first Markov chain methods for closed and confined
polygons with a proof of geometric convergence to the correct probability measure on polygon space and statistically consistent error estimators for Markov chain Monte Carlo integration.
The talk describes joint work with Clayton Shonkwiler (UGA).
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Extent |
29 minutes
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Subject | |
Type | |
File Format |
video/mp4
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Language |
eng
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Notes |
Author affiliation: University of Georgia
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Series | |
Date Available |
2014-08-07
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Provider |
Vancouver : University of British Columbia Library
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Rights |
Attribution-NonCommercial-NoDerivs 2.5 Canada
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DOI |
10.14288/1.0043772
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URI | |
Affiliation | |
Peer Review Status |
Unreviewed
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Scholarly Level |
Faculty
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Rights URI | |
Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
Attribution-NonCommercial-NoDerivs 2.5 Canada