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IntroductoryLecturesOnConvexOptimization_Nesterov_2004.Chap03.Definition_3_47

def S0On {E : Type u} [NormedAddCommGroup E] [NormedSpace E] (μ : ) (Q : Set E) :
Set (E)
Instances For
    def StrongConvex.«term𝒮^0__(_)» :
    Lean.ParserDescr
    Instances For
      @[simp]
      theorem mem_S0On_iff {E : Type u} [NormedAddCommGroup E] [NormedSpace E] {Q : Set E} {μ : } {f : E} :
      f S0On μ Q 0 < μ StrongConvexOn Q μ f

      The source-facing notation 𝒮^0_μ(Q) is the set view of positive-parameter strong convexity on Q.

      theorem StrongConvexOnClass.mu_pos {E : Type u} [NormedAddCommGroup E] [NormedSpace E] {Q : Set E} {μ : } {f : E} (hf : f S0On μ Q) :
      0 < μ

      Membership in 𝒮^0_μ(Q) forces positivity of the fixed strong-convexity parameter.

      theorem StrongConvexOnClass.strongConvexOn {E : Type u} [NormedAddCommGroup E] [NormedSpace E] {Q : Set E} {μ : } {f : E} (hf : f S0On μ Q) :
      StrongConvexOn Q μ f

      Membership in 𝒮^0_μ(Q) includes the canonical strong-convexity owner on Q.

      theorem StrongConvexOn.mem_S0On {E : Type u} [NormedAddCommGroup E] [NormedSpace E] {Q : Set E} {μ : } {f : E} ( : 0 < μ) (hf : StrongConvexOn Q μ f) :
      f S0On μ Q

      A positive strong-convexity witness gives source-facing membership in 𝒮^0_μ(Q).