Math 2.0

Approximations and expansions Definition

Chebyshev set

Builds on Normed vector spaceBest approximation

Definition

Let XX be a normed vector space and let K⊆XK \subseteq X be nonempty. The set KK is a Chebyshev set if every x∈Xx \in X has exactly one best approximation from KK, that is, exactly one k∈Kk \in K with ∥x−k∥=inf⁡y∈K∥x−y∥\norm{x - k} = \inf_{y \in K} \norm{x - y}. The map PK ⁣:X→KP_K \colon X \to K sending xx to this point is the metric projection onto KK.

Remarks

Example: in ℝ2\R^2 with the Euclidean norm, the closed unit disc DD is a Chebyshev set. For ∥x∥≤1\norm{x} \le 1 the nearest point is xx itself. For ∥x∥>1\norm{x} > 1 it is x/∥x∥x / \norm{x} and no other point of DD, since the triangle inequality is strict off the ray through xx.

Non-example: the unit circle in ℝ2\R^2 is not a Chebyshev set, because the origin has every point of the circle as a nearest point.

A Chebyshev set is closed, since a point of the closure not in KK would have distance 00 but no nearest point. Every nonempty closed convex set in a Hilbert space is a Chebyshev set, by the Hilbert projection theorem. In ℝn\R^n with the Euclidean norm the converse holds: every Chebyshev set is convex. Whether every Chebyshev set in an infinite-dimensional Hilbert space is convex is an open problem.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Metric_projection
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DefinesChebyshev set
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