Ticket #44 (new task)
add uncertainty quantification capabilities
Reported by: | mmckerns | Owned by: | mmckerns |
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Priority: | major | Milestone: | mystic-0.3a |
Component: | mystic.math | Keywords: | |
Cc: |
Description
add uncertainty quantification capabilities
Change History
comment:2 Changed 7 years ago by mmckerns
will require pyina capabilities, and new "solvers" (or as DAKOTA calls them, "UQ Analyzers").
comment:3 Changed 7 years ago by mmckerns
an initial simple example would be to rewrite Lenny Lucas's UQFramework driver to run from mystic, using mystic's DE solver.
comment:4 Changed 7 years ago by mmckerns
- Type changed from idea to task
initial implementation committed to branches/UQ in r157. "Working correctly" in r172.
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adding UQ capabilities requires an additional framework layer with the ability to perform uncertainty analysis and batch launching of optimization jobs