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Improvements for the Chebyshev oracle

Nicolas Tancogne-Dejean requested to merge improve_chebyshev_oracle into main

Description

Improvements for the Chebyshev oracle:

-Average over the batch for the exit criteria

  • Do not take into account states too close to the lower bound. In particular, the highest eigenvalue is a fix point (-1.0) and hence only produces the maximum order, which can reduce significantly the performances.

News snippet

Improvements for the Chebyshev oracle.

Checklist

  • I have checked that my code follows the Octopus coding standards
  • I have added tests for all the new features added in this request.

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