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Add voronoi diagram from optimiser queries #361

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BradyPlanden opened this issue Jun 13, 2024 · 0 comments · Fixed by #531
Closed

Add voronoi diagram from optimiser queries #361

BradyPlanden opened this issue Jun 13, 2024 · 0 comments · Fixed by #531
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enhancement New feature or request

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@BradyPlanden
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BradyPlanden commented Jun 13, 2024

Feature description

Add a plotting method that generates a voronoi diagram from the locations visited during optimisation. This can be an optional arg passed to pybop.plot2d. This method will only use the previous optimiser visits without generating new ones. Further information on voronoi diagram, as well as Pints' implementation using Matplotlib.

Motivation

This provides a fast implementation to view the cost landscape for convergence diagnostics. Users can then determine if they wish to investigate further with the currently reconstruction implementation with pybop.plot2d

Possible implementation

  • Add a plotting method that generates the voronoi diagram (SciPy has functionality for this).
  • Extract voronoi vertices from the above, and pass them to a Plotly surface object

Additional context

No response

@BradyPlanden BradyPlanden added the enhancement New feature or request label Jun 13, 2024
@BradyPlanden BradyPlanden moved this to Todo in v24.9 Jul 18, 2024
@NicolaCourtier NicolaCourtier removed this from v24.9 Aug 28, 2024
@NicolaCourtier NicolaCourtier moved this to Todo in v24.12 Aug 28, 2024
@BradyPlanden BradyPlanden self-assigned this Oct 2, 2024
@BradyPlanden BradyPlanden linked a pull request Oct 10, 2024 that will close this issue
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@github-project-automation github-project-automation bot moved this from Todo to Done in v24.12 Oct 21, 2024
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