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FirstOrderMethodsOptimization_Beck_2017.Chap03.Definition_3_6

def subdifferential_domain {E : Type u} [AddCommGroup E] [Module E] (f : EEReal) :
Set E

Definition 3.6: the domain of the subdifferential dom(∂ f) is the set of points where the extended-real-valued function f is subdifferentiable, equivalently where ∂ f(x) is nonempty.

Instances For
    @[simp]
    theorem mem_subdifferential_domain {E : Type u} [AddCommGroup E] [Module E] {f : EEReal} {x : E} :
    x subdifferential_domain f f(x).Nonempty

    Membership in dom(∂ f) means that the subdifferential at the point is nonempty.

    theorem subdifferential_domain_subset_effective_domain {E : Type u} [AddCommGroup E] [Module E] {f : EEReal} :

    Every point in the domain of the subdifferential belongs to the effective domain.