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IntroductoryLecturesOnConvexOptimization_Nesterov_2004.Chap01.Definition_1_2_11

def GeneralIterativeScheme.IsAnalyticalComplexity {Query : Type u} {Answer : Type v} (scheme : GeneralIterativeScheme Query Answer) (N : ) :

Definition 1.2.11: a natural number N is the analytical complexity of a general iterative scheme when N is the first oracle-call count at which the scheme reaches the chosen stopping criterion. If the scheme never reaches that stopping criterion, no such N exists.

Instances For
    @[simp]
    theorem GeneralIterativeScheme.isAnalyticalComplexity_iff {Query : Type u} {Answer : Type v} {scheme : GeneralIterativeScheme Query Answer} {N : } :
    scheme.IsAnalyticalComplexity N scheme.HaltsAt N m < N, ¬scheme.HaltsAt m

    Analytical complexity means that the scheme reaches the chosen stopping criterion at N and at no smaller oracle-call count.