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Remove big Ms from MGA formulations #965

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Tracked by #964
gnawin opened this issue Apr 5, 2024 · 0 comments
Open
Tracked by #964

Remove big Ms from MGA formulations #965

gnawin opened this issue Apr 5, 2024 · 0 comments
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Type: improvement Improve something that already exists Zone: model implementation How the formulation is implemented in code

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@gnawin
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gnawin commented Apr 5, 2024

See below description from the link (https://spine-tools.github.io/SpineOpt.jl/latest/advanced_concepts/mga/#How-to-set-up-an-MGA-problem):

The original MGA formulation is non-convex (maximization problem of an absolute function), but has been linearized through big M method. For this purpose, one should always make sure that units_invested_big_m_mga, connections_invested_big_m_mga, or storages_invested_big_m_mga, respectively, is sufficently large to always be larger the the maximum possible difference per MGA iteration. (Typically the number of candidates could suffice.)

@gnawin gnawin added Zone: model implementation How the formulation is implemented in code Type: improvement Improve something that already exists labels Apr 5, 2024
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Labels
Type: improvement Improve something that already exists Zone: model implementation How the formulation is implemented in code
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