Math 2.0

Operator theory Proof

Proof of the Banach fixed point theorem by iteration

Builds on Metric spaceComplete metric spaceContraction mappingEpsilon characterisation of Cauchy sequencesConvergence of a sequence in a metric spaceTriangle inequality for a metricSum of a finite geometric seriesThe sequence r^n tends to zero for |r| < 1

Proof

We iterate ff from an arbitrary point and show that the iterates form a Cauchy sequence.

  1. Let (X,d)(X, d) be a nonempty complete metric space, and let f ⁣:X→Xf \colon X \to X be a contraction with constant k∈[0,1)k \in [0, 1).
  2. Let x0∈Xx_0 \in X, which exists since XX is nonempty. Put xn+1=f(xn)x_{n+1} = f(x_n) for n≥0n \ge 0, and let c=d(x1,x0)c = d(x_1, x_0).
  3. We show d(xn+1,xn)≤kncd(x_{n+1}, x_n) \le k^n c for all n≥0n \ge 0, by induction on nn. For n=0n = 0 this reads c≤cc \le c.
  4. If it holds for nn, then d(xn+2,xn+1)=d(f(xn+1),f(xn))≤k d(xn+1,xn)≤kn+1cd(x_{n+2}, x_{n+1}) = d(f(x_{n+1}), f(x_n)) \le k \, d(x_{n+1}, x_n) \le k^{n+1} c.
  5. Let m>n≥0m > n \ge 0. By the triangle inequality applied m−n−1m - n - 1 times, d(xm,xn)≤∑j=nm−1d(xj+1,xj)d(x_m, x_n) \le \sum_{j=n}^{m-1} d(x_{j+1}, x_j).
  6. By step 3 and the sum of a finite geometric series with ratio k≠1k \ne 1, this sum is at most knc∑i=0m−n−1ki=knc (1−km−n)/(1−k)k^n c \sum_{i=0}^{m-n-1} k^i = k^n c \, (1 - k^{m-n}) / (1 - k).
  7. Since 0≤km−n0 \le k^{m-n}, we get d(xm,xn)≤knc/(1−k)d(x_m, x_n) \le k^n c / (1 - k) for all m>n≥0m > n \ge 0.
  8. Since 0≤k<10 \le k < 1, kn→0k^n \to 0. Let ε>0\varepsilon > 0, and choose NN with kNc/(1−k)<εk^N c / (1 - k) < \varepsilon.
  9. For m>n≥Nm > n \ge N, step 7 gives d(xm,xn)≤knc/(1−k)≤kNc/(1−k)<εd(x_m, x_n) \le k^n c / (1 - k) \le k^N c / (1 - k) < \varepsilon, since kn≤kNk^n \le k^N.
  10. So (xn)(x_n) is a Cauchy sequence. Since XX is complete, it converges to some x∗∈Xx^* \in X.
  11. For each nn, d(f(x∗),x∗)≤d(f(x∗),f(xn))+d(xn+1,x∗)≤k d(x∗,xn)+d(xn+1,x∗)d(f(x^*), x^*) \le d(f(x^*), f(x_n)) + d(x_{n+1}, x^*) \le k \, d(x^*, x_n) + d(x_{n+1}, x^*).
  12. The right side of step 11 tends to 00 as n→∞n \to \infty. So d(f(x∗),x∗)<εd(f(x^*), x^*) < \varepsilon for every ε>0\varepsilon > 0, hence d(f(x∗),x∗)=0d(f(x^*), x^*) = 0.
  13. A metric is positive on distinct points, so f(x∗)=x∗f(x^*) = x^*. Thus x∗x^* is a fixed point.
  14. Let yy be a fixed point. Then d(x∗,y)=d(f(x∗),f(y))≤k d(x∗,y)d(x^*, y) = d(f(x^*), f(y)) \le k \, d(x^*, y), so (1−k) d(x∗,y)≤0(1 - k) \, d(x^*, y) \le 0.
  15. Since 1−k>01 - k > 0 and d(x∗,y)≥0d(x^*, y) \ge 0, we get d(x∗,y)=0d(x^*, y) = 0, so y=x∗y = x^*. The fixed point is unique.
  16. By steps 10 to 15, for each start x0x_0 the iterates converge to a fixed point, which is the unique fixed point x∗x^*.
  17. Fix n≥0n \ge 0 and let m>nm > n. By the triangle inequality and step 7, d(xn,x∗)≤knc/(1−k)+d(xm,x∗)d(x_n, x^*) \le k^n c / (1 - k) + d(x_m, x^*).
  18. Since d(xm,x∗)→0d(x_m, x^*) \to 0 as m→∞m \to \infty, step 17 gives d(xn,x∗)≤knc/(1−k)+εd(x_n, x^*) \le k^n c / (1 - k) + \varepsilon for each ε>0\varepsilon > 0.
  19. So d(xn,x∗)≤kn1−k d(x1,x0)d(x_n, x^*) \le \dfrac{k^n}{1 - k} \, d(x_1, x_0) for all n≥0n \ge 0.

Idea

Each application of ff shrinks the step between consecutive iterates by the factor kk. The steps add up to a geometric series, so the iterates form a Cauchy sequence. Completeness gives a limit, and the contraction property makes it a fixed point and the only one.

Reading path

To understand this page from the ground up, read these 56 pages in order. The foundations come first. The path takes the proofs Proof of the diameter characterisation of Cauchy sequences, Proof of the sum of a finite geometric series, Proof that the reals form an ordered field, with the Cauchy sequence construction, Proof of the squeeze theorem for sequences, Proof of the epsilon-N definition of the limit of a sequence.

  1. Construction of the reals from Cauchy sequences concept
  2. Element definition
  3. Extended real number line object
  4. Integers object
  5. Ordered field definition
  6. Proposition concept
  7. Rational numbers object
  8. Real numbers object
  9. Sequence definition
  10. Set bounded above definition
  11. Set definition
  12. Ring of integers statement
  13. Implication definition
  14. Predicate definition
  15. The reals form a field statement
  16. Real sequence definition
  17. Supremum definition
  18. Ordered pair definition
  19. Existential quantifier definition
  20. Universal quantifier definition
  21. The rationals form a field statement
  22. Geometric sequence definition
  23. Limit of a sequence definition
  24. Cartesian product definition
  25. Subset definition
  26. Uniqueness quantifier definition
  27. The rationals form an ordered field statement
  28. Proof of the sum of a finite geometric series proof
  29. Binary relation definition
  30. Order on the reals definition
  31. Sum of a finite geometric series statement
  32. Antisymmetric relation definition
  33. Reflexive relation definition
  34. Transitive relation definition
  35. Function definition
  36. Preorder definition
  37. Metric space definition
  38. Partial order definition
  39. Convergence of a sequence in a metric space definition
  40. Lipschitz map definition
  41. Triangle inequality for a metric statement
  42. Diameter of a set definition
  43. Total order definition
  44. Contraction mapping definition
  45. Proof of the diameter characterisation of Cauchy sequences proof
  46. Proof that the reals form an ordered field, with the Cauchy sequence construction proof
  47. Epsilon characterisation of Cauchy sequences statement
  48. Complete metric space definition
  49. The reals form an ordered field statement
  50. Absolute value definition
  51. Proof of the epsilon-N definition of the limit of a sequence proof
  52. Epsilon-N definition of the limit of a sequence statement
  53. Proof of the squeeze theorem for sequences proof
  54. Squeeze theorem statement
  55. The sequence r^n tends to zero for |r| < 1 example
  56. Proof of the Banach fixed point theorem by iteration proof

Where this leads

231 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Banach_fixed-point_theorem, Proof
About this page
TagHMN3J766MM
URIm2://HMN3J766MM
Kindproof
WritingW0 stub
MSC47H10
ProvesBanach fixed point theorem
UsesMetric space, Complete metric space, Contraction mapping, Epsilon characterisation of Cauchy sequences, Convergence of a sequence in a metric space, Triangle inequality for a metric, Sum of a finite geometric series, The sequence r^n tends to zero for |r| < 1
Changed4 November 2026

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