Documentation

ConvexAnalysisMonotoneOperators_BauschkeCombettes_2017.Chap10.Example_10_31

theorem strictlyQuasiconvex_norm {H : Type u} [NormedAddCommGroup H] [NormedSpace H] [StrictConvexSpace H] :

On a strictly convex real normed space, the norm is strictly quasiconvex.

theorem strictlyQuasiconvex_norm_rpow {H : Type u} [NormedAddCommGroup H] [NormedSpace H] [StrictConvexSpace H] (p : ) (hp : 0 < p) :

Example 10.31 (1): clause (i). For p > 0, the norm-power function is strictly quasiconvex.

theorem not_convexOn_univ_norm_rpow_of_lt_one {H : Type u} [NormedAddCommGroup H] [NormedSpace H] [Nontrivial H] (p : ) (hp : 0 < p) (hp1 : p < 1) :
¬ConvexOn Set.univ fun (x : H) => x ^ p

Example 10.31 (2): clause (ii), first part. If H is nontrivial and 0 < p < 1, then the norm-power function is not convex on the whole space.

theorem not_uniformlyQuasiconvex_norm_rpow_of_lt_one {H : Type u} [NormedAddCommGroup H] [NormedSpace H] [Nontrivial H] (p : ) (hp : 0 < p) (hp1 : p < 1) :
¬∃ (φ : NNRealEReal), ERealFunction.UniformlyQuasiconvex (Function.asEReal (Function.toEReal fun (x : H) => x ^ p)) φ

Example 10.31 (3): clause (ii), second part. If H is nontrivial and 0 < p < 1, then the norm-power function is not uniformly quasiconvex.