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Support blmo type and passed test for Cube polytope #188

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@WenjieXiao-2022 WenjieXiao-2022 commented May 3, 2024

Modified code in frank_wolfe_variants.jl, Boscia.jl, node.jl, polytope_blmos.jl, time_tracking_lmo.jl, managed_blmo.jl.

All changed or added code is wrapped by
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@dhendryc dhendryc linked an issue Jun 13, 2024 that may be closed by this pull request
adding pre_computed_set for DICG
supporting pre_computed_set in DICG
add split_pre_computed_set! function
adding pre_computed_set arg for DICG
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You have to add the other DICG functions as well. They can have some default behaviour, i.e. throw an error that this is not implemented yet.

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Comment on lines 171 to 177
if use_DICG_warm_start
# For DICG, we use PrecomputedSet instead of ActiveSet to store information.
pre_computed_set = [v]
else
pre_computed_set = nothing
end

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You can write this in a single line as
pre_computed_set = use_DICG_warm_start ? [v] : nothing

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Using DICG
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