Documentation

FirstOrderMethodsOptimization_Beck_2017.Chap15.Definition_15_6

@[simp]
theorem composite_model_objective_comp_apply {X : Type u} {Y : Type v} [AddCommMonoid X] [Module X] [AddCommMonoid Y] [Module Y] (f₁ : XEReal) (f₂ : YEReal) (A : X →ₗ[] Y) (x : X) :
composite_model_objective f₁ (f₂ A) x = f₁ x + f₂ (A x)

Evaluating the Chapter 10 composite owner at the linear-composite specialization recovers the textbook formula f₁(x) + f₂(Ax).