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 from an arbitrary point and show that the iterates form a Cauchy sequence.
- Let be a nonempty complete metric space, and let be a contraction with constant .
- Let , which exists since is nonempty. Put for , and let .
- We show for all , by induction on . For this reads .
- If it holds for , then .
- Let . By the triangle inequality applied times, .
- By step 3 and the sum of a finite geometric series with ratio , this sum is at most .
- Since , we get for all .
- Since , . Let , and choose with .
- For , step 7 gives , since .
- So is a Cauchy sequence. Since is complete, it converges to some .
- For each , .
- The right side of step 11 tends to as . So for every , hence .
- A metric is positive on distinct points, so . Thus is a fixed point.
- Let be a fixed point. Then , so .
- Since and , we get , so . The fixed point is unique.
- By steps 10 to 15, for each start the iterates converge to a fixed point, which is the unique fixed point .
- Fix and let . By the triangle inequality and step 7, .
- Since as , step 17 gives for each .
- So for all .
Idea
Each application of shrinks the step between consecutive iterates by the factor . 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.
- Construction of the reals from Cauchy sequences concept
- Element definition
- Extended real number line object
- Integers object
- Ordered field definition
- Proposition concept
- Rational numbers object
- Real numbers object
- Sequence definition
- Set bounded above definition
- Set definition
- Ring of integers statement
- Implication definition
- Predicate definition
- The reals form a field statement
- Real sequence definition
- Supremum definition
- Ordered pair definition
- Existential quantifier definition
- Universal quantifier definition
- The rationals form a field statement
- Geometric sequence definition
- Limit of a sequence definition
- Cartesian product definition
- Subset definition
- Uniqueness quantifier definition
- The rationals form an ordered field statement
- Proof of the sum of a finite geometric series proof
- Binary relation definition
- Order on the reals definition
- Sum of a finite geometric series statement
- Antisymmetric relation definition
- Reflexive relation definition
- Transitive relation definition
- Function definition
- Preorder definition
- Metric space definition
- Partial order definition
- Convergence of a sequence in a metric space definition
- Lipschitz map definition
- Triangle inequality for a metric statement
- Diameter of a set definition
- Total order definition
- Contraction mapping definition
- Proof of the diameter characterisation of Cauchy sequences proof
- Proof that the reals form an ordered field, with the Cauchy sequence construction proof
- Epsilon characterisation of Cauchy sequences statement
- Complete metric space definition
- The reals form an ordered field statement
- Absolute value definition
- Proof of the epsilon-N definition of the limit of a sequence proof
- Epsilon-N definition of the limit of a sequence statement
- Proof of the squeeze theorem for sequences proof
- Squeeze theorem statement
- The sequence r^n tends to zero for |r| < 1 example
- Proof of the Banach fixed point theorem by iteration proof
Where this leads
231 pages build on this one.
- Picard–Lindelöf theorem in integral form
- Non-uniqueness for a non-Lipschitz equation
- Change of variables in multiple integrals
- Volume of a ball in R^n
- Reduction of order
- Lagrange multiplier with one constraint
- Jacobian of spherical coordinates
- LaSalle's invariance principle
- Eigenvalue method for linear systems
- Liouville's formula
- Solutions for complex conjugate roots
- Global existence for globally Lipschitz vector fields
- Implicit function theorem
- Cylindrical coordinates
- General solution of an inhomogeneous linear equation
- Solution space of a homogeneous linear equation has dimension n
- Fundamental system of solutions
- Solutions for distinct real roots
- Solutions for repeated roots
- Lyapunov's stability theorem
- Underdamped
- Inverse function theorem
- Wronskian test for linear independence of solutions
- Fundamental matrix
- Implicit function theorem for a surjective derivative
- Picard–Lindelöf theorem
- Implicit differentiation
- Polar coordinates
- Damped harmonic oscillator
- Spherical coordinates
- Variation of constants formula for linear systems
- Pendulum equation
- Integration in polar coordinates
- Banach fixed point theorem
- Lagrange multipliers
- Volume of a ball in R^3
- Forced oscillation and resonance
- Method of undetermined coefficients
- Variation of parameters
- Harmonic oscillator
- Diffeomorphism
- Local homeomorphism from the inverse function theorem
- Morse–Smale system
- Emden–Chandrasekhar equation
- Simple harmonic motion
- Proof of the Lagrange multiplier rule with one constraint
- Holomorphic inverse function theorem
- Newton's law of universal gravitation
- Proof of the implicit function theorem for a surjective derivative
- Proof of the implicit function theorem from the inverse function theorem
- Markov partition
- Augmented Lagrangian method
- Chandrasekhar's white dwarf equation
- Dedekind ellipsoid
- Hydrostatic equilibrium
- Kinetic energy
- Tidal force
- Anharmonic oscillator
- Proof of the Wronskian test for linear independence of solutions
- Proof that the solution space of a homogeneous linear equation has dimension n
- Phonon dispersion in lattices
- Friction
- Choquet-Bruhat–Geroch theorem on maximal developments
- Magnetic braking
- Proof of the Lagrange multiplier theorem by the implicit function theorem
- Spectral decomposition theorem
- Black hole stability problem
- Virial theorem
- Tests of general relativity
- Milankovitch cycles
- Stellar structure
- Modified Newtonian dynamics
- Kelvin–Helmholtz mechanism
- Fixed-point iteration
- Hohmann transfer orbit
- Central configuration
- Schwarzschild criterion for convection
- Box–Muller transform
- Virial mass
- von Zeipel theorem
- Jacobi integral
- Brunt–Väisälä frequency
- Damping
- Galaxy rotation curve
- Celestial mechanics
- Marshallian demand function
- Weak gravitational lensing
- Kepler's equation
- Proof that a C^1 map with invertible derivative is a local homeomorphism and an open map
- Nash–Moser theorem
- Bi-elliptic transfer
- Galilean invariance
- Utility maximization problem
- Lorentz oscillator model
- Mass–luminosity relation
- Accretion disk
- Conservation of energy
- Einstein–Infeld–Hoffmann equations
- Implicit function theorem in Banach spaces
- Lens equation
- Strong cosmic censorship conjecture
- Inelastic collision
- Euler's elastica
- Lyapunov–Schmidt reduction
- Weak cosmic censorship conjecture
- Numerical continuation
- Real solutions from a complex eigenpair of a real matrix
- Two-body problem
- Ledoux criterion
- Inverted pendulum
- Liénard equation
- Orbital mechanics
- Bonnor–Ebert mass
- Tolman–Oppenheimer–Volkoff limit
- Post-Newtonian expansion
- Closing lemma
- Adams–Williamson equation
- Sequential quadratic programming
- Anosov flow
- Tisserand's parameter
- RLC circuit
- Polytrope
- Angular momentum
- Gravitational microlensing
- Differential-algebraic system of equations
- Tsiolkovsky rocket equation
- Hayashi track
- Proof of Lyapunov's stability theorem
- de Rham curve
- Proof of the general solution of an inhomogeneous linear equation
- Stellar pulsation
- Euler's three-body problem
- Smale's problems on dynamics
- Conservation of angular momentum
- Picard's theorem for first order equations with continuous partial derivative
- Parker solar wind model
- Impulse
- Floquet theory
- Backus–Gilbert method
- Parametric oscillator
- Momentum
- Furuta pendulum
- Topological quantum field theory
- Escape velocity
- Smooth dynamical system
- Chandrasekhar limit
- Schauder fixed-point theorem for integral equations
- Tidal acceleration
- Gravitational deflection of light
- Bellman equation
- Maclaurin spheroid
- Coefficient of restitution
- Q factor
- Proof of the variation of constants formula for linear systems
- Jacobi integral
- Contraction mapping principle for integral equations
- Regular value theorem
- Random vibration
- Kepler's laws of planetary motion
- Inverse function theorem in Banach spaces
- Proof of the inverse function theorem by the contraction mapping principle
- Backward Euler method
- Random vibration
- Dynamical friction
- Mixing length theory
- Kepler's equation
- Kepler orbit
- Configuration space
- Hyperbolic set
- Parametric oscillator
- Proof of global existence for globally Lipschitz vector fields by steps of uniform length
- Hill sphere
- Spherical astronomy
- Lagrange multipliers for constraints
- Roche limit
- Existence of optimal stationary policies
- Duhamel's principle
- Anharmonic oscillator
- Proof of the volume of a ball in R^3 from the n-dimensional formula
- Annihilator method
- Schönberg–Chandrasekhar limit
- Geopotential
- Elastic pendulum
- Proof of the solutions for repeated roots
- N-body simulation
- Proof of the solutions for distinct real roots
- Celestial mechanics
- Vogt–Russell theorem
- Mild solution
- Eddington luminosity
- Hill sphere
- Elastic collision
- Axiom A
- Barnes–Hut simulation
- Vis-viva equation
- Classical mechanics
- Kapitza's pendulum
- Work–energy theorem
- Stellar dynamics
- Conservation of momentum
- Variable-mass system
- Parker instability
- Indirect utility function
- Magnus expansion
- Bertrand's theorem
- Central force
- Einstein radius
- Sitnikov problem
- Spherical pendulum
- Slice theorem
- Duhamel's principle for heat conduction
- Free-fall time
- Jacobi ellipsoid
- Lagrange points
- Van der Pol oscillator
- Two-body relaxation time
- Parker spiral
- Proof of the Picard–Lindelöf theorem in integral form
- Picard's theorem for systems with continuous partial derivatives
- Anosov diffeomorphism
- Newtonian limit
- Adjoint state method
- Strong gravitational lensing
- Stability conjecture
- State-transition matrix
- Einstein ring
- Circular restricted three-body problem
- Proof of the Picard–Lindelöf theorem
- Hill differential equation
- Bullen parameter
- Roche lobe
Further reading
About this page
| Tag | HMN3J766MM |
|---|---|
| URI | m2://HMN3J766MM |
| Kind | proof |
| Writing | W0 stub |
| MSC | 47H10 |
| Proves | Banach fixed point theorem |
| Uses | Metric 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 |
| Changed | 4 November 2026 |
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