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Carathéodory’s convex hull theorem

The following result was proved by C.Carathéodory in 1907 [1] :

Carathéodory’s theorem: If  a point typeset structure of typeset structure lies in the convex hull of a set typeset structure, there is a subset typeset structure of typeset structure consisting of no more than typeset structure points such that typeset structure lies in the convex hull of typeset structure.

In other words, typeset structure lies in a r-simplex with vertices in typeset structure, where typeset structure.

Equivalently, any convex combination of points in typeset structure  is a convex combination of at most typeset structure of them.

Example: If  a point typeset structure in the plane typeset structure is contained in a convex hull of a set typeset structure,  then there are at most three points in typeset structure that determine the set which convex hull contains typeset structure.

[Graphics:HTMLFiles/CaratheodoryTheorem_19.gif]

References

[1]  Carathéodory, C. (1907). Über den Variabilitãtsbereich der Koeffizienten von Potenzreihen, die gegebene Werte nicht annehmen. Math. Ann., 64, 95-115.

Cite this web-page as:

Štefan Porubský: Carathéodory’s Convex Hull Theorem.

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