Math 2.0

Operator theory Definition

Nonexpansive map

Builds on Metric space

Definition

Let (X,dX)(X, d_X) and (Y,dY)(Y, d_Y) be metric spaces. A map f ⁣:X→Yf \colon X \to Y is nonexpansive if dY(f(x),f(x′))≤dX(x,x′)for all x,x′∈X.d_Y(f(x), f(x')) \le d_X(x, x') \quad \text{for all } x, x' \in X.

Remarks

Equivalently, ff is Lipschitz with Lipschitz constant at most 11. In operator theory, X=Y=CX = Y = C is often a subset of a Banach space with the norm distance, and the condition reads ∥f(x)−f(x′)∥≤∥x−x′∥\norm{f(x) - f(x')} \le \norm{x - x'}.

Example: let HH be a real Hilbert space, C⊆HC \subseteq H a nonempty closed convex set, and PC(x)P_C(x) the nearest point of CC to xx. The variational inequality ⟨x−PCx,c−PCx⟩≤0\ip{x - P_C x}{c - P_C x} \le 0 for c∈Cc \in C gives ∥PCx−PCy∥2≤⟨x−y,PCx−PCy⟩≤∥x−y∥∥PCx−PCy∥\norm{P_C x - P_C y}^2 \le \ip{x - y}{P_C x - P_C y} \le \norm{x - y}\norm{P_C x - P_C y}, so PCP_C is nonexpansive.

Non-example: f(x)=2xf(x) = 2x on ℝ\R gives ∣f(1)−f(0)∣=2>1=∣1−0∣\abs{f(1) - f(0)} = 2 > 1 = \abs{1 - 0}.

Every contraction mapping is nonexpansive, but not conversely. The Browder–Göhde–Kirk theorem gives fixed points: a nonexpansive map of a nonempty bounded closed convex subset of a uniformly convex Banach space into itself has a fixed point.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Metric_map
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MSC47H09, 54E40
DefinesNonexpansive map
UsesMetric space
Changed2 November 2026

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