Ordinary differential equations Proof
Proof of the Picard–Lindelöf theorem
Builds on Picard–Lindelöf hypothesesPicard operatorAn iterate of the Picard operator is a contractionBanach fixed point theoremIntegral equation form of an initial value problemCompleteness of the space of bounded continuous functionsFinite-dimensional normed spaces are completeContinuous functions are Riemann integrableComposition of continuous functions is continuousLinearity of the integralMonotonicity of the integralCauchy–Schwarz inequality
Proof
We rewrite the problem as a fixed point problem for the Picard operator and use the Banach fixed point theorem.
- We assume , since a derivative within needs more than one point. Let .
- is continuous on . Indeed, , by condition (1) of the Picard–Lindelöf hypotheses. The last term tends to as , by condition (2).
- Let if , and otherwise. Then is continuous, since both formulas are continuous and agree where . If , then is the constant .
- Let . By steps 2 and 3, is continuous on . It equals on , so it satisfies the hypotheses with the same constants .
- For each continuous , the map is continuous, so it is integrable. So the Picard operator of at is defined.
- Let be the set of continuous , with . It is nonempty, since it contains the constant curve .
- is complete. The curves in are bounded, and the space of bounded continuous maps is complete, since is complete. A Cauchy sequence in converges uniformly to a continuous .
- For , , and the first term tends to . So , and in .
- Lemma. If and are integrable with , then .
- Proof of the lemma: for , linearity gives . By Cauchy–Schwarz and monotonicity, this is at most .
- maps into . Let . By condition (3), . The lemma gives , so is continuous.
- The lemma also gives , by condition (4). So .
- By the contraction lemma for the Picard operator, applied to , there is such that is a contraction of .
- By the Banach fixed point theorem, has exactly one fixed point .
- Then , and . So is a fixed point of , and by uniqueness.
- If and , then , so . Thus is the only fixed point of in .
- Let be continuous. Apply the integral equation form to , which is continuous on , with .
- It says: and has derivative within at each if and only if .
- Since takes values in , where , we have . So the curves of the statement are exactly the fixed points of in .
- By step 16, there is exactly one such curve, namely .
Idea
A solution is the same as a solution of the integral equation, that is, a fixed point of the Picard operator. A high iterate of this operator is a contraction on the complete space of continuous curves in . The Banach fixed point theorem gives exactly one fixed point, hence exactly one solution.
Reading path
To understand this page from the ground up, read these 347 pages in order. The foundations come first. The path takes the proofs Proof that Darboux and Riemann integrals agree, Proof of the limit of a sum of sequences, Proof of Rolle's theorem, Proof of the approximation property of the supremum, Proof that every sequence has a monotone subsequence, by peaks, Proof that open sets are the sets that are neighbourhoods of all their points, Proof of the diameter characterisation of Cauchy sequences, Proof of the completeness of the space of bounded continuous functions, Proof of the commutativity of addition by induction, Proof of the Lebesgue number lemma by a finite cover of balls, Proof of the epsilon-delta form of continuity, Proof of the triangle inequality for norms, Proof of the sum of a finite geometric series, Proof that a complex number times its conjugate is the square of its modulus, Proof of the Cauchy–Schwarz inequality, Proof of the Heine–Borel theorem by sequential compactness, Proof that there is a natural number n with 1/n below any positive epsilon, Proof of the equality of complex numbers, Proof that continuous functions on a closed bounded interval are uniformly continuous, Proof that a function is bijective iff it has a two-sided inverse, Proof that the reals form an ordered field, with the Cauchy sequence construction, Proof of continuity via closed sets, Proof of the double negation law by a truth table, Proof of the extreme value theorem by the Bolzano–Weierstrass theorem, Proof that compact subsets of a metric space are bounded, Proof that compactness and sequential compactness agree in metric spaces, Proof that subsequences of a convergent sequence converge to the same limit, Proof of the uniqueness of limits, Proof of the integral equation form of an initial value problem, Proof that the integral of a continuous function is an antiderivative, Proof that the coordinate map is a linear isomorphism, Proof of strong induction from ordinary induction, Proof of the limit of a product of sequences, Proof that the absolute value is multiplicative, Proof of the squeeze theorem for sequences, Proof of the existence of square roots of nonnegative reals, Proof of the linearity of differentiation, Proof of the mean value theorem for integrals, Proof that a continuous image of a compact set is compact, Proof that compact subsets of a Hausdorff space are closed, Proof of epsilon-delta continuity at a point in metric spaces, Proof of Riemann's criterion for integrability, Proof of the sequential characterization of limits, Proof of the description of the open sets of a metric space, Proof of the Banach fixed point theorem by iteration, Proof of the triangle inequality for real numbers, Proof of the epsilon-N definition of the limit of a sequence, Proof of the first fundamental theorem of calculus, Proof that compactness of a subset can be tested with open sets of the ambient space, Proof of the existence of the infimum by negation, Proof of the equivalence of norms in finite dimension by compactness of the unit sphere, Proof that every spanning set contains a basis, by Zorn's lemma, Proof of Fermat's theorem on stationary points, Proof that limits preserve non-strict inequalities, Proof that closed sets contain their limits, Proof of the linearity of the integral, Proof of Zorn's lemma, Proof that metric spaces are Hausdorff, Proof that an iterate of the Picard operator is a contraction, Proof of the second fundamental theorem of calculus, Proof of the intermediate value theorem by the supremum, Proof of the epsilon-delta form of the limit of a function, Proof of the well-ordering principle from strong induction, Proof of the Bolzano–Weierstrass theorem by a monotone subsequence, Proof of the Archimedean property in an Archimedean ordered field, Proof that finite-dimensional normed spaces are complete, Proof that a continuous real function on a compact set attains its bounds, Proof that a composition of continuous functions is continuous, Proof of the additivity of the integral over intervals, Proof that a decreasing sequence bounded below converges, Proof that the reals are Archimedean from the completeness axiom, Proof that convergent sequences are bounded, Proof of the monotone convergence theorem for sequences, Proof that continuity is equivalent to sequential continuity, Proof that open balls are open, Proof of the monotonicity of the integral, Proof of the boundedness theorem by Bolzano–Weierstrass, Proof that a set is open if and only if its complement is closed, Proof of the fundamental theorem of calculus, Proof of the mean value theorem from Rolle's theorem, Proof of continuity via open sets in metric spaces, Proof that continuous functions are Riemann integrable, Proof of the constant multiple rule.
- Basis concept
- Complex numbers object
- Complex numbers as pairs of reals concept
- Construction of the reals from Cauchy sequences concept
- Coordinate space object
- Coordinate vector concept
- Definition by recursion concept
- Differential equation concept
- Element definition
- Euclidean metric example
- Extended real number line object
- Function concept
- Imaginary unit object
- Inner product concept
- Inner product space concept
- Integers object
- Interval concept
- Limit point of a set definition
- Linear isomorphism concept
- Linear map concept
- Local maximum definition
- Mathematical induction concept
- Natural numbers object
- Norm concept
- Norm induced by an inner product concept
- Ordered field definition
- Partition of an interval definition
- Peano axioms concept
- Proof of Zorn's lemma proof
- Proposition concept
- Rational numbers object
- Real numbers object
- Sequence definition
- Set bounded above definition
- Uniform metric on bounded functions example
- Vector space definition
- p-metric on R^n example
- Real and imaginary parts definition
- Set definition
- Ordinary differential equation definition
- Lipschitz condition definition
- Ring of integers statement
- Limit of a function definition
- Local minimum definition
- Successor function definition
- Archimedean ordered field definition
- Mesh of a partition definition
- Refinement of a partition definition
- Riemann sum definition
- Conjunction definition
- Disjunction definition
- Implication definition
- Negation definition
- Predicate definition
- The reals form a field statement
- Real sequence definition
- Subsequence definition
- Infimum definition
- Supremum definition
- Inner product definition
- Linear combination definition
- Linear map definition
- Linear subspace definition
- Norm definition
- p-norm on R^n example
- Complex conjugate definition
- Empty set object
- Family of sets definition
- Ordered pair definition
- Continuity at a point definition
- Derivative definition
- Intersection definition
- Union definition
- Solution of an ordinary differential equation definition
- Riemann integrable function definition
- Addition of natural numbers definition
- Biconditional definition
- Truth table concept
- Modus ponens concept
- Existential quantifier definition
- Universal quantifier definition
- Proof of the Archimedean property in an Archimedean ordered field proof
- The rationals form a field statement
- The successor function is injective statement
- Zero is not a successor statement
- Bounded sequence definition
- Cauchy sequence definition
- Geometric sequence definition
- Limit of a sequence definition
- Monotone sequence definition
- Inner product space definition
- Linear independence definition
- Linear isomorphism definition
- Linear span definition
- Completeness axiom statement
- Cartesian product definition
- Proof of the equality of complex numbers proof
- Continuous function definition
- Antiderivative definition
- Differentiable function definition
- Initial value problem definition
- Union of a family of sets definition
- Riemann integral definition
- Subset definition
- Archimedean property statement
- Proof of the commutativity of addition by induction proof
- Mathematical proof concept
- Uniqueness quantifier definition
- Propositional logic concept
- Order on the natural numbers definition
- The rationals form an ordered field statement
- Proof of the sum of a finite geometric series proof
- Convergent sequence definition
- Sequential continuity definition
- Upper and lower Darboux sums definition
- Norm induced by an inner product definition
- Spanning set definition
- Equality of complex numbers statement
- Proof that a composition of continuous functions is continuous proof
- Binary relation definition
- Picard–Lindelöf hypotheses definition
- Universal set definition
- Topological space definition
- Definite integral definition
- Order on the reals definition
- Tautology definition
- Commutativity of addition statement
- Proof of strong induction from ordinary induction proof
- Sum of a finite geometric series statement
- Upper and lower Darboux integrals definition
- Finite-dimensional vector space definition
- Basis definition
- Antisymmetric relation definition
- Reflexive relation definition
- Transitive relation definition
- Picard operator definition
- Sequential compactness definition
- Subspace topology definition
- Complement definition
- Function definition
- Interval definition
- Logical equivalence definition
- Coordinate vector definition
- Strong induction statement
- Preorder definition
- Proof of the epsilon-delta form of continuity proof
- Choice function definition
- Proof of the epsilon-delta form of the limit of a function proof
- Codomain definition
- Function composition definition
- Identity function definition
- Injective function definition
- Image of a set definition
- Preimage of a set definition
- Proof of the well-ordering principle from strong induction proof
- Metric space definition
- Proof of the double negation law by a truth table proof
- Partial order definition
- Epsilon-delta definition of continuity statement
- Epsilon-delta definition of a limit statement
- Axiom of choice statement
- Left inverse definition
- Right inverse definition
- Surjective function definition
- Closed ball definition
- Convergence of a sequence in a metric space definition
- Lipschitz map definition
- Open ball definition
- Triangle inequality for a metric statement
- Double negation law statement
- Diameter of a set definition
- Well-ordering principle statement
- Maximal element definition
- Total order definition
- Upper bound definition
- Uniform continuity definition
- Composition of continuous functions is continuous statement
- Bijective function definition
- Metric topology definition
- Bounded set definition
- Contraction mapping definition
- Proof by contradiction concept
- Proof of the diameter characterisation of Cauchy sequences proof
- Proof that every sequence has a monotone subsequence, by peaks proof
- Chain definition
- Uniform continuity on a set definition
- Open set definition
- Proof that a function is bijective iff it has a two-sided inverse proof
- Epsilon characterisation of Cauchy sequences statement
- Proof that the reals form an ordered field, with the Cauchy sequence construction proof
- Every sequence has a monotone subsequence statement
- Hausdorff space definition
- Open cover definition
- Bijective iff it has a two-sided inverse statement
- Closed set definition
- Proof that open sets are the sets that are neighbourhoods of all their points proof
- Continuous map of topological spaces definition
- Equivalent metrics definition
- Zorn's lemma statement
- Proof of the description of the open sets of a metric space proof
- Complete metric space definition
- The reals form an ordered field statement
- Compact space definition
- Proof that a set is open if and only if its complement is closed proof
- Open sets characterised by neighbourhoods statement
- Equivalent norms definition
- Open sets of a metric space statement
- Proof that the coordinate map is a linear isomorphism proof
- Absolute value definition
- Proof that every spanning set contains a basis, by Zorn's lemma proof
- Proof of the approximation property of the supremum proof
- Proof of the existence of the infimum by negation proof
- Proof of the existence of square roots of nonnegative reals proof
- Complement of an open set is closed statement
- Compact set definition
- Continuity at a point of a topological space definition
- Banach space definition
- Proof that closed sets contain their limits proof
- Proof of the triangle inequality for real numbers proof
- Proof that the absolute value is multiplicative proof
- Proof that open balls are open proof
- Every spanning set contains a basis statement
- Isomorphism with the coordinate space statement
- Proof of the epsilon-N definition of the limit of a sequence proof
- Approximation property of the supremum statement
- Existence of the infimum statement
- Existence of square roots of nonnegative reals statement
- Proof that compactness of a subset can be tested with open sets of the ambient space proof
- Proof of continuity via closed sets proof
- Closed sets contain their limits statement
- Triangle inequality statement
- Absolute value is multiplicative statement
- Open balls are open statement
- Square root definition
- Proof of the intermediate value theorem by the supremum proof
- Epsilon-N definition of the limit of a sequence statement
- Proof that the reals are Archimedean from the completeness axiom proof
- Compactness via open covers statement
- Modulus of a complex number definition
- Continuity via closed sets statement
- Intermediate value theorem statement
- Proof of the limit of a sum of sequences proof
- Proof of epsilon-delta continuity at a point in metric spaces proof
- Proof of the Lebesgue number lemma by a finite cover of balls proof
- Proof of the uniqueness of limits proof
- Proof of continuity via open sets in metric spaces proof
- Proof of the squeeze theorem for sequences proof
- Proof of the linearity of the integral proof
- Proof that metric spaces are Hausdorff proof
- Proof that limits preserve non-strict inequalities proof
- Proof of the completeness of the space of bounded continuous functions proof
- Proof that convergent sequences are bounded proof
- The reals are Archimedean statement
- Proof that subsequences of a convergent sequence converge to the same limit proof
- Proof of the monotone convergence theorem for sequences proof
- Proof that compact subsets of a Hausdorff space are closed proof
- Proof that a complex number times its conjugate is the square of its modulus proof
- Proof that a continuous image of a compact set is compact proof
- Lebesgue number lemma statement
- Epsilon-delta continuity in metric spaces statement
- Proof that compact subsets of a metric space are bounded proof
- Proof that compactness and sequential compactness agree in metric spaces proof
- Metric spaces are Hausdorff statement
- Linearity of the integral statement
- Proof of the monotonicity of the integral proof
- Limit of a sum of sequences statement
- Proof of the triangle inequality for norms proof
- Uniqueness of limits statement
- Limits preserve non-strict inequalities statement
- Proof that Darboux and Riemann integrals agree proof
- Convergent sequences are bounded statement
- Completeness of the space of bounded continuous functions statement
- Squeeze theorem statement
- Subsequences of a convergent sequence converge to the same limit statement
- Proof that there is a natural number n with 1/n below any positive epsilon proof
- Monotone convergence theorem for sequences statement
- A complex number times its conjugate statement
- Compact subsets of a Hausdorff space are closed statement
- Continuous image of a compact set is compact statement
- Compactness and sequential compactness agree in metric spaces statement
- Continuity via open sets statement
- Compact subsets of a metric space are bounded statement
- Proof of the limit of a product of sequences proof
- Monotonicity of the integral statement
- Darboux and Riemann integrals agree statement
- There is a natural number n with 1/n below any positive epsilon statement
- Triangle inequality for norms statement
- Proof that a decreasing sequence bounded below converges proof
- The sequence r^n tends to zero for |r| < 1 example
- Proof of the Banach fixed point theorem by iteration proof
- Proof of the sequential characterization of limits proof
- Proof that continuity is equivalent to sequential continuity proof
- Proof of the Cauchy–Schwarz inequality proof
- Proof of Riemann's criterion for integrability proof
- Limit of a product of sequences statement
- Decreasing sequence bounded below converges statement
- Banach fixed point theorem statement
- Continuity is equivalent to sequential continuity statement
- Sequential characterization of limits statement
- Riemann's criterion for integrability statement
- Proof of the Bolzano–Weierstrass theorem by a monotone subsequence proof
- Cauchy–Schwarz inequality statement
- Proof that an iterate of the Picard operator is a contraction proof
- Proof of the linearity of differentiation proof
- Bolzano–Weierstrass theorem statement
- Proof of the additivity of the integral over intervals proof
- An iterate of the Picard operator is a contraction statement
- Additivity of the integral over intervals statement
- Linearity of differentiation statement
- Proof that continuous functions on a closed bounded interval are uniformly continuous proof
- Proof of the Heine–Borel theorem by sequential compactness proof
- Proof of the boundedness theorem by Bolzano–Weierstrass proof
- Completeness of the real numbers statement
- Continuous functions on a closed bounded interval are uniformly continuous statement
- Proof of the constant multiple rule proof
- Boundedness theorem statement
- Heine–Borel theorem statement
- Proof of the first fundamental theorem of calculus proof
- Constant multiple rule statement
- Proof of the extreme value theorem by the Bolzano–Weierstrass theorem proof
- Proof that a continuous real function on a compact set attains its bounds proof
- Extreme value theorem statement
- Continuous real function on a compact set attains its bounds statement
- Proof of Fermat's theorem on stationary points proof
- Proof that continuous functions are Riemann integrable proof
- Proof of the equivalence of norms in finite dimension by compactness of the unit sphere proof
- Fermat's theorem on stationary points statement
- Continuous functions are Riemann integrable statement
- Proof of Rolle's theorem proof
- Equivalence of norms in finite dimension statement
- Rolle's theorem statement
- Proof of the mean value theorem for integrals proof
- Proof that finite-dimensional normed spaces are complete proof
- Proof of the mean value theorem from Rolle's theorem proof
- Mean value theorem for integrals statement
- Finite-dimensional normed spaces are complete statement
- Mean value theorem statement
- First fundamental theorem of calculus statement
- Proof that the integral of a continuous function is an antiderivative proof
- Proof of the second fundamental theorem of calculus proof
- The integral of a continuous function is an antiderivative statement
- Second fundamental theorem of calculus statement
- Proof of the fundamental theorem of calculus proof
- Fundamental theorem of calculus statement
- Proof of the integral equation form of an initial value problem proof
- Integral equation form of an initial value problem statement
- Proof of the Picard–Lindelöf theorem proof
Where this leads
163 pages build on this one.
- Picard–Lindelöf theorem in integral form
- Non-uniqueness for a non-Lipschitz equation
- Reduction of order
- LaSalle's invariance principle
- Eigenvalue method for linear systems
- Liouville's formula
- Solutions for complex conjugate roots
- Global existence for globally Lipschitz vector fields
- 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
- Wronskian test for linear independence of solutions
- Fundamental matrix
- Picard–Lindelöf theorem
- Damped harmonic oscillator
- Variation of constants formula for linear systems
- Pendulum equation
- Forced oscillation and resonance
- Method of undetermined coefficients
- Variation of parameters
- Harmonic oscillator
- Emden–Chandrasekhar equation
- Simple harmonic motion
- Newton's law of universal gravitation
- 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
- Magnetic braking
- Virial theorem
- Tests of general relativity
- Milankovitch cycles
- Stellar structure
- Modified Newtonian dynamics
- Kelvin–Helmholtz mechanism
- Hohmann transfer orbit
- Central configuration
- Schwarzschild criterion for convection
- Virial mass
- von Zeipel theorem
- Jacobi integral
- Brunt–Väisälä frequency
- Damping
- Galaxy rotation curve
- Celestial mechanics
- Weak gravitational lensing
- Kepler's equation
- Bi-elliptic transfer
- Galilean invariance
- Lorentz oscillator model
- Mass–luminosity relation
- Accretion disk
- Conservation of energy
- Einstein–Infeld–Hoffmann equations
- Lens equation
- Inelastic collision
- Euler's elastica
- 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
- Adams–Williamson equation
- Tisserand's parameter
- RLC circuit
- Polytrope
- Angular momentum
- Gravitational microlensing
- Tsiolkovsky rocket equation
- Hayashi track
- Proof of Lyapunov's stability theorem
- Proof of the general solution of an inhomogeneous linear equation
- Stellar pulsation
- Euler's three-body problem
- Conservation of angular momentum
- Picard's theorem for first order equations with continuous partial derivative
- Parker solar wind model
- Impulse
- Floquet theory
- Parametric oscillator
- Momentum
- Furuta pendulum
- Escape velocity
- Chandrasekhar limit
- Tidal acceleration
- Gravitational deflection of light
- Maclaurin spheroid
- Coefficient of restitution
- Q factor
- Proof of the variation of constants formula for linear systems
- Jacobi integral
- Random vibration
- Kepler's laws of planetary motion
- Random vibration
- Dynamical friction
- Mixing length theory
- Kepler's equation
- Kepler orbit
- Parametric oscillator
- Proof of global existence for globally Lipschitz vector fields by steps of uniform length
- Hill sphere
- Spherical astronomy
- Roche limit
- Duhamel's principle
- Anharmonic oscillator
- 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
- Barnes–Hut simulation
- Vis-viva equation
- Classical mechanics
- Kapitza's pendulum
- Work–energy theorem
- Stellar dynamics
- Conservation of momentum
- Variable-mass system
- Parker instability
- Magnus expansion
- Bertrand's theorem
- Central force
- Einstein radius
- Sitnikov problem
- Spherical pendulum
- Duhamel's principle for heat conduction
- Free-fall time
- Jacobi ellipsoid
- Lagrange points
- Van der Pol oscillator
- Two-body relaxation time
- Parker spiral
- Picard's theorem for systems with continuous partial derivatives
- Newtonian limit
- Strong gravitational lensing
- State-transition matrix
- Einstein ring
- Circular restricted three-body problem
- Hill differential equation
- Bullen parameter
- Roche lobe
Further reading
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