In the context of semidefinite programming (SDP), under what conditions is it preferable to formulate and solve an LMI-based SDP rather than an equivalent standard form SDP?

I have been told that solving an LMI-based SDP is computationally very expensive. If that is the case, then why use LMIs?


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