Contraction map

Contraction map theorem

The contraction map theorem applies to contracting endomorphisms of complete metric spaces in 𝖳𝗈𝗉.

Let (𝑋,𝑑) be a non-empty Complete metric space and 𝑇 :𝑋 𝑋 be a Contraction map. Then 𝑇 has a unique fixed point 𝑥0 𝑋, i.e. such that 𝑇(𝑥0) =𝑥0. #m/thm/anal

Proof (sketch)

The uniqueness part of the theorem is easy to prove, for if there exist 𝑥 𝑦 such that 𝑇(𝑥) =𝑥 and 𝑇(𝑦) =𝑦, then 𝑑(𝑇(𝑥),𝑇(𝑦)) =𝑑(𝑥,𝑦) meaning the distance 𝑑(𝑥,𝑦) was not contracted.

The existence part is proven using a sequence of repeated applications of 𝑇, which must be a Cauchy sequence since distances contract upon each subsequent application. The limit of this sequence1 is 𝑥0.


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Footnotes

  1. Which exists by completeness.