SDDP.jl
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"Strengthen" FixedDiscreteDuality
I don't know why I didn't think of it, but we can fix the validity of FixedDiscreteDuality by shifting it by the Lagrangian objective value:
https://github.com/odow/SDDP.jl/blob/014e054bd9faefdc42630f6525b50bd26cd5ed0d/src/plugins/duality_handlers.jl#L629-L677
It this case, we'd be weakening it, instead of StrengthenedConicDuality.