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PCA-based parameter set mapping is used to reduce the number of models and generate a reduced LPV model.
Examples of work along these lines are my papers The Open Coloring Axiom, the continuum, and the second uncountable cardinal and Set mapping reflection.
An important tool for obtaining a model of complexity low enough to be suitable for controller synthesis is the principle-component-analysis-based technique of parameter set mapping.
This paper presents a new methodology for the modeling and control of power systems based on an uncertain polytopic linear parameter-varying (LPV) approach using parameter set mapping with principle component analysis (PCA).
Now, we need only to present stability theorem for the solution set mapping for (GSVQEP II).
Let K : H → H be a point to set mapping, which is closed and convex valued.
Similar(24)
The CDFs used were "transcript-consistent", so each probe of a probe set maps to the same set of transcripts.
Out of 31 transgenes from the Selected set mapped to very late replicating loci, 16 (43.2%) are suppressed.
A marker gene is considered as identified if the corresponding selected probe set maps unambiguously to this gene.
Probe sets mapping to a same gene symbol were averaged.
First, the majority of the selected probe sets mapping to sex chromosomes corresponded to CTAs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com