Definition:Sublinear Functional

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Definition

Let $E$ be a vector space over $\R$.

A real-valued function $p: E \to \R$ is called a sublinear functional if and only if it satisfies:

\((1)\)   $:$   Subadditivity:      \(\ds \forall x, y \in E:\)    \(\ds \map p {x + y} \)   \(\ds \le \)   \(\ds \map p x + \map p y \)      
\((2)\)   $:$   Positive Homogeneity:      \(\ds \forall x \in E, \forall \lambda \in \R_{>0}:\)    \(\ds \map p {\lambda x} \)   \(\ds = \)   \(\ds \lambda \map p x \)      


Also known as

A sublinear functional is also sometimes referred to as a Minkowski functional.

However, the notion of a Minkowski functional has been defined on $\mathsf{Pr} \infty \mathsf{fWiki}$ as a more specialised concept, so will not be used here.


Also see

  • Results about sublinear functionals can be found here.


Sources