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Using algebraic matroids and avoiding differential algebra in identifiability, observability, and indistinguishability Meshkat, Nicolette
Description
Algebraic matroids can be used to determine all the algebraic dependency relationships among a set of polynomials, without actually calculating those corresponding polynomial relationships. I'll discuss the application of algebraic matroids in three areas of model analysis: identifiability, observability, and indistinguishability. We'll see that algebraic matroids can be particularly useful in the areas of observability and indistinguishability, especially for large nonlinear models.
Item Metadata
Title |
Using algebraic matroids and avoiding differential algebra in identifiability, observability, and indistinguishability
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Creator | |
Publisher |
Banff International Research Station for Mathematical Innovation and Discovery
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Date Issued |
2017-06-06T17:08
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Description |
Algebraic matroids can be used to determine all the algebraic dependency relationships among a set of polynomials, without actually calculating those corresponding polynomial relationships. I'll discuss the application of algebraic matroids in three areas of model analysis: identifiability, observability, and indistinguishability. We'll see that algebraic matroids can be particularly useful in the areas of observability and indistinguishability, especially for large nonlinear models.
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Extent |
39 minutes
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Subject | |
Type | |
File Format |
video/mp4
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Language |
eng
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Notes |
Author affiliation: Santa Clara University
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Series | |
Date Available |
2017-12-03
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Provider |
Vancouver : University of British Columbia Library
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Rights |
Attribution-NonCommercial-NoDerivatives 4.0 International
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DOI |
10.14288/1.0361154
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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-NoDerivatives 4.0 International