Sketch (Brezis, Lemma 1.2): the scaling sets scale with x, convex combinations of x/s and y/t give subadditivity, the large-scaling clause gives the bound, and openness of U gives < 1 on U.
Write for the set of The Scaling Set of an Open Convex Neighbourhood of the Origin Has an Infimum, so that for by The Minkowski Gauge of an Open Convex Neighbourhood of the Origin (i). Throughout, balls and openness in refer to the norm metric (The Norm Metric of a Real Normed Space (i)), which is a metric, in particular symmetric, by The Norm Metric of a Real Normed Space (ii). Two elementary facts about infima are used below: for the number is not a lower bound of , so some element of is smaller than it; and a real number that is at most every is at most .
Homogeneity. Let and . Since for (Vector Space over a Field (v)), a real lies in exactly when lies in ; that is,
Hence is a lower bound of ; and if is any lower bound of , then is a lower bound of , so , that is, . Thus is the greatest lower bound of (Bounds, Least and Greatest Elements, Suprema and Infima for a Partial Order (iv)), and . For we have (Elementary Identities in a Vector Space (ii)) and for every (Elementary Identities in a Vector Space (iii)), so every real lies in . Then is a lower bound of , and every lower bound satisfies for all , hence ; so, by Bounds, Least and Greatest Elements, Suprema and Infima for a Partial Order (iv), . This is Sublinear Functional (ii).
Subadditivity. Let and , and put and ; both are positive, as by The Scaling Set of an Open Convex Neighbourhood of the Origin Has an Infimum (iii). Some element of is smaller than , so by The Scaling Set of an Open Convex Neighbourhood of the Origin Has an Infimum (ii); likewise . The identity
holds by Vector Space over a Field (vii) and Vector Space over a Field (v), and its right-hand side is a convex combination of and , so it lies in by Convex Subset of a Real Vector Space (i). Hence , and
As was arbitrary, , which is Sublinear Functional (i). Together with homogeneity, Sublinear Functional (iii) shows that is sublinear, proving (i).
Bounds. Let with , and let . First, by The Scaling Set of an Open Convex Neighbourhood of the Origin Has an Infimum (iii). By The Scaling Set of an Open Convex Neighbourhood of the Origin Has an Infimum (i) every real lies in , so for every , whence . This proves (ii).
The sublevel set. Let . By Open Subset of a Metric Space (i) fix with , and put . By Vector Space over a Field (viii) and Norms and Real Normed Spaces (iii),
so by Open Ball in a Metric Space (ii). Hence , and since an infimum is a lower bound (Bounds, Least and Greatest Elements, Suprema and Infima for a Partial Order (iv)), . Conversely, let . Then some satisfies , so by The Scaling Set of an Open Convex Neighbourhood of the Origin Has an Infimum (ii); that is, (Vector Space over a Field (vi)). This proves (iii).
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