A confining potential on is a convex function with superquadratic growth, gradient bounded by a multiple of 1+|V|, and Laplacian small relative to |V|.
In the setting of Differential Calculus and Convexity on Euclidean Open Sets: Standing Notation, let be a natural number with . The set is open by claim 1 of Euclidean Space is Open in Itself, and Maps are Continuous and convex, every convex combination of two of its points being again one of its points. For a function of class on , is its gradient and its Laplacian at . Let .
(Confining potential)¶ The function is a confining potential if it is of class on and convex on , and the following three conditions hold.
(a) (Superquadratic growth)¶ For every positive there is a positive with for every with .
(b) (Slope bound)¶ There is with for every .
(c) (Curvature small against the potential)¶ For every positive there is with for every .
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