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A continuous real-valued function on a nonempty compact metric space is bounded and attains a greatest and a least value
Statement
Let be a nonempty compact metric space (Open cover, subcover, compact metric space, and compact subset of a metric space, Metric space: iff , symmetry, and the triangle inequality; pseudometric and ultrametric) and let be continuous (Continuity of a map between metric spaces, at a point and globally, in the - form), carrying its usual metric (The absolute value makes a metric space: is a metric, its open balls are the intervals , and it is unbounded). Then the image is bounded above and below (Lower bound, bounded below, bounded set), and it has a maximum and a minimum (Maximum and minimum of a set): there are points with
and then and (Complete ordered field (least-upper-bound property), Greatest lower bound (infimum)).
Nonemptiness of is a hypothesis and not an oversight: for the image is empty and has neither a supremum nor a maximum. No choice principle is used.
Statement references
Open cover, subcover, compact metric space, and compact subset of a metric space
Metric space: iff , symmetry, and the triangle inequality; pseudometric and ultrametric
Continuity of a map between metric spaces, at a point and globally, in the - form
Lower bound, bounded below, bounded set
Facts & Assumptions
Given: A nonempty compact metric space and a continuous .
The image of a compact metric space under a continuous map is a compact subset of the codomain (The image of a compact metric space under a continuous map is compact, and so is the image of any compact subset).
A compact subset of a metric space is closed and bounded (A compact subset of a metric space is closed and bounded, A subset of a metric space is open in the subspace metric exactly when it is the trace of an open set of the ambient space, and it is compact as a metric space in its own right exactly when every family of open subsets of the ambient space covering it, indexed or not, has finitely many members covering it, Bounded subset, diameter, distance from a point to a set, and distance between two sets in a metric space).
A nonempty subset of that is bounded above has a supremum, and one bounded below has an infimum (Complete ordered field (least-upper-bound property), Every nonempty set bounded below has an infimum, Greatest lower bound (infimum), Lower bound, bounded below, bounded set).
For nonempty and bounded above with supremum : for every real there is with ; dually for the infimum (Epsilon characterisation of the supremum, Epsilon characterisation of the infimum).
lies in the closure of exactly when every ball around meets , and a closed set contains its closure (Interior, closure, boundary, limit point, isolated point and dense subset of a metric space, The closure of a nonempty is , equals together with its limit points, and is the smallest closed superset, The metric topology: a set is open when every one of its points has a ball around it inside the set; closed means open complement).
A subset of a metric space is compact exactly when the corresponding metric subspace is compact, the subspace metric being the restriction (Open cover, subcover, compact metric space, and compact subset of a metric space, Isometry, isometric embedding, and the subspace metric on a subset).
Proof
is a compact subset of , and it is nonempty because is.
So is closed in and bounded as a subset of the metric space : there are and a real with .
Hence is an upper bound and a lower bound of , so is bounded above and below, and being nonempty it has a supremum and an infimum .
For every real there is with , so and ; therefore every ball around meets and lies in the closure of .
Since is closed, ; so is a member of bounding it above, that is , and for some .
The same argument with in place of , using the infimum form of step 4.1, gives , so and for some .
For every the value lies in , hence , which is the assertion, with and .
Remarks
Compactness is what is used, not boundedness of the domain. A bounded non-compact domain is not enough: on the interval the identity map is continuous and bounded with no greatest value, and is continuous and unbounded (On the identity is bounded with no greatest value and is continuous and unbounded, so the extreme value theorem needs compactness and not merely boundedness of the domain).
Why the supremum has to be shown to be attained at all. exists as soon as is nonempty and bounded above, which needs only boundedness; what compactness adds is that is closed, and a closed set contains the supremum it approaches. Steps 4.1 and 5.1 are exactly that passage, and they are where the theorem is more than the least-upper-bound property.
Depends on
- Every nonempty set bounded below has an infimum
- The image of a compact metric space under a continuous map is compact, and so is the image of any compact subset
- A compact subset of a metric space is closed and bounded
- A subset of a metric space is open in the subspace metric exactly when it is the trace of an open set of the ambient space, and it is compact as a metric space in its own right exactly when every family of open subsets of the ambient space covering it, indexed or not, has finitely many members covering it
- The absolute value makes $\mathbb{R}$ a metric space: $d(x,y) = |x-y|$ is a metric, its open balls are the intervals $(x-r, x+r)$, and it is unbounded
- Continuity of a map between metric spaces, at a point and globally, in the $\varepsilon$-$\delta$ form
- Open cover, subcover, compact metric space, and compact subset of a metric space
- Lower bound, bounded below, bounded set
- Greatest lower bound (infimum)
- Epsilon characterisation of the supremum
- Epsilon characterisation of the infimum
- Maximum and minimum of a set
- Complete ordered field (least-upper-bound property)
- The closure of a nonempty $A$ is $\{x : d(x,A) = 0\}$, equals $A$ together with its limit points, and is the smallest closed superset
- Interior, closure, boundary, limit point, isolated point and dense subset of a metric space
- The metric topology: a set is open when every one of its points has a ball around it inside the set; closed means open complement
- Open ball, closed ball and sphere in a metric space
- Intervals of $\mathbb{R}$: the nine order-convex forms, nondegeneracy, and length
- Bounded subset, diameter, distance from a point to a set, and distance between two sets in a metric space
- Isometry, isometric embedding, and the subspace metric on a subset
- Metric space: $d(x,y) = 0$ iff $x = y$, symmetry, and the triangle inequality; pseudometric and ultrametric
Used by
- Ideal exact gradient line-search step Algorithm
- A compactly supported smooth Euclidean vector field is complete Corollary
- A globally state-Lipschitz vector field on ℝ×ℝⁿ has global solutions Corollary
- Ball Poisson integrals converge uniformly along radial boundary approaches Corollary
- Change of variables on bounded open Jordan sets when both integrands are bounded and Riemann integrable Corollary
- Compact support expands at speed at most c Corollary
- Diameter rigidity from toponogov under a sectional lower bound Corollary
- Every closed subset of a manifold is the zero set of a smooth nonnegative function Corollary
- Hartogs extension by a compact-support dbar correction Corollary
- Nearby initial values share one Picard–Lindelöf time interval and one state cylinder Corollary
- The constructed classical solutions are locally determined by the Cauchy data Corollary
- The obstacle reaction is supported on the contact set under measure regularity Corollary
- Weak differentiation has a closed graph on its natural domains Corollary
- On (0,1) the identity is bounded with no greatest value and x ↦ 1/x is continuous and unbounded, so the extreme value theorem needs compactness and not merely boundedness of the domain Counterexample
- Point evaluation is unbounded below the Sobolev continuity threshold Counterexample
- The complementarity product needs extra regularity Counterexample
- The topologist's sine curve is connected but not path connected Counterexample
- Uniform convergence on the closed unit disc does not give a holomorphic extension to a larger disc Counterexample
- zⁿ tends locally uniformly to zero on the unit disc but not uniformly on the closed disc Counterexample
- Chebyshev constant of a compact planar set Definition
- Fekete points and the transfinite diameter of a compact set Definition
- Nonnegative-weight adversary bound Definition
- Projective braid gate and operator metric Definition
- Spherical means and the weighted ball integral of space-dependent data Definition
- The maximal Dolbeault operator and its Hilbert adjoint on a compact Riemann surface Definition
- The standard intertwining operator A(nu) Definition
- The topology of compact convergence on C(X,Y) for metric X and Y: uniform convergence on each compact subset of X Definition
- Uniform-on-compacts metric on continuous path space Definition
- A compactly supported cutoff of an incomplete vector field is complete Example
- A mixture of straight Gaussian paths has a nonlinear marginal velocity Example
- Bridge and unknotting numbers of the trefoil Example
- C([0,1], ℝ) is complete, and on it the uniform metric and the supremum metric induce the same topology Example
- C(K) is Banach when K is compact metric Example
- Complex finite-basis PC-VAR optimization on Grassmann Example
- Continuous kernel integral operator is compact on c of an interval Example
- Dirichlet Laplacian eigenpairs on an interval Example
- For real continuous functions modulo constants, the quotient norm is half the oscillation Example
- Lax–Friedrichs flux under the invariant-interval CFL bound Example
- Matching C¹ pieces across a hyperplane have no jump derivative Example
- Nested trial spaces give nonincreasing energies, sometimes with equality Example
…and 178 more results.
Dependency tree · two levels
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Sources
- Extreme value theorem (Wikipedia) (standard reference, not scraped)
- Compact space (Wikipedia) (standard reference, not scraped)
- W. Rudin, Principles of Mathematical Analysis, 3rd ed., Ch. 4 (standard reference, not scraped)