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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, specifically in the study of
ordinary differential equation In mathematics, an ordinary differential equation (ODE) is a differential equation whose unknown(s) consists of one (or more) function(s) of one variable and involves the derivatives of those functions. The term ''ordinary'' is used in contrast ...
s, the Peano existence theorem, Peano theorem or Cauchy–Peano theorem, named after Giuseppe Peano and
Augustin-Louis Cauchy Baron Augustin-Louis Cauchy (, ; ; 21 August 178923 May 1857) was a French mathematician, engineer, and physicist who made pioneering contributions to several branches of mathematics, including mathematical analysis and continuum mechanics. H ...
, is a fundamental
theorem In mathematics, a theorem is a statement that has been proved, or can be proved. The ''proof'' of a theorem is a logical argument that uses the inference rules of a deductive system to establish that the theorem is a logical consequence of t ...
which guarantees the
existence Existence is the ability of an entity to interact with reality. In philosophy, it refers to the ontological property of being. Etymology The term ''existence'' comes from Old French ''existence'', from Medieval Latin ''existentia/exsistentia' ...
of solutions to certain
initial value problem In multivariable calculus, an initial value problem (IVP) is an ordinary differential equation together with an initial condition which specifies the value of the unknown function at a given point in the domain. Modeling a system in physics or o ...
s.


History

Peano first published the theorem in 1886 with an incorrect proof. In 1890 he published a new correct proof using successive approximations.


Theorem

Let D be an
open Open or OPEN may refer to: Music * Open (band), Australian pop/rock band * The Open (band), English indie rock band * Open (Blues Image album), ''Open'' (Blues Image album), 1969 * Open (Gotthard album), ''Open'' (Gotthard album), 1999 * Open (C ...
subset of \mathbb\times\mathbb with f\colon D \to \mathbb a continuous function and y'(x) = f\left(x,y(x)\right) a
continuous Continuity or continuous may refer to: Mathematics * Continuity (mathematics), the opposing concept to discreteness; common examples include ** Continuous probability distribution or random variable in probability and statistics ** Continuous g ...
,
explicit Explicit refers to something that is specific, clear, or detailed. It can also mean: * Explicit knowledge Explicit knowledge (also expressive knowledge) is knowledge that can be readily articulated, codified, stored and accessed. It can be expres ...
first-order differential equation In mathematics, an ordinary differential equation (ODE) is a differential equation whose unknown(s) consists of one (or more) function(s) of one variable and involves the derivatives of those functions. The term ''ordinary'' is used in contrast ...
defined on ''D'', then every initial value problem y\left(x_0\right) = y_0 for ''f'' with (x_0, y_0) \in D has a local solution z\colon I \to \mathbb where I is a
neighbourhood A neighbourhood (British English, Irish English, Australian English and Canadian English) or neighborhood (American English; see spelling differences) is a geographically localised community within a larger city, town, suburb or rural a ...
of x_0 in \mathbb, such that z'(x) = f\left(x,z(x)\right) for all x \in I . The solution need not be unique: one and the same initial value (x_0,y_0) may give rise to many different solutions z.


Proof

By replacing y with y-y_0, x with x-x_0, we may assume x_0=y_0=0. As D is open there is a rectangle R= x_1,x_1times y_1,y_1subset D. Because R is compact and f is continuous, we have \textstyle\sup_R, f, \le C<\infty and by the
Stone–Weierstrass theorem In mathematical analysis, the Weierstrass approximation theorem states that every continuous function defined on a closed interval can be uniformly approximated as closely as desired by a polynomial function. Because polynomials are among the ...
a sequence of
Lipschitz Lipschitz, Lipshitz, or Lipchitz, is an Ashkenazi Jewish (Yiddish/German-Jewish) surname. The surname has many variants, including: Lifshitz ( Lifschitz), Lifshits, Lifshuts, Lefschetz; Lipschitz, Lipshitz, Lipshits, Lopshits, Lipschutz (Lip ...
functions f_k:R\to\mathbb converging uniformly to f in R. Without loss of generality, we assume \textstyle\sup_R, f_k, \le2C for all k. We define Picard iterations y_:I= x_2,x_2to\mathbb as follows, where x_2=\min\. y_(x)\equiv0, and \textstyle y_(x)=\int_0^x f_k(x',y_(x'))\,\mathrmx'. They are well-defined by induction: as :\begin, y_(x), &\le\textstyle\left, \int_0^x, f_k(x',y_(x')), \,\mathrmx'\\\&\le \textstyle , x, \sup_R, f_k, \\&\le x_2\cdot2C\le y_1,\end (x',y_(x')) is within the domain of f_k. We have :\begin, y_(x)-y_(x), &\le\textstyle\left, \int_0^x, f_k(x',y_(x'))-f_k(x',y_(x')), \,\mathrmx'\\\&\le \textstyle L_k\left, \int_0^x, y_(x')-y_(x'), \,\mathrmx'\,\end where L_k is the Lipschitz constant of f_k. Thus for maximal difference \textstyle M_(x)=\sup_, y_(x')-y_(x'), , we have a bound \textstyle M_(x)\le L_k\left, \int_0^x M_(x')\,\mathrmx'\, and :\beginM_(x)&\le\textstyle\left, \int_0^x, f_k(x',0), \,\mathrmx'\\\&\le , x, \textstyle\sup_R, f_k, \le 2C, x, .\end By induction, this implies the bound M_(x)\le 2CL_k^n, x, ^/(n+1)! which tends to zero as n\to\infty for all x\in I. The functions y_ are
equicontinuous In mathematical analysis, a family of functions is equicontinuous if all the functions are continuous and they have equal variation over a given neighbourhood, in a precise sense described herein. In particular, the concept applies to countable fa ...
as for -x_2\le x we have :\begin, y_(x')-y_(x), &\le\textstyle\int_x^, f_k(x'',y_(x'')), \,\mathrmx''\\&\textstyle\le, x'-x, \sup_R, f_k, \le 2C, x'-x, ,\end so by the Arzelà–Ascoli theorem they are
relatively compact In mathematics, a relatively compact subspace (or relatively compact subset, or precompact subset) of a topological space is a subset whose closure is compact. Properties Every subset of a compact topological space is relatively compact (sinc ...
. In particular, for each k there is a subsequence (y_)_ converging uniformly to a continuous function y_k:I\to\mathbb. Taking limit n\to\infty in :\begin\textstyle \left, y_(x)-\int_0^xf_k(x',y_(x'))\,\mathrmx'\&=, y_(x)-y_(x), \\&\le R_(x_2)\end we conclude that \textstyle y_k(x)=\int_0^xf_k(x',y_k(x'))\,\mathrmx'. The functions y_k are in the closure of a relatively compact set, so they are themselves relatively compact. Thus there is a subsequence y_ converging uniformly to a continuous function z:I\to\mathbb. Taking limit k\to\infty in \textstyle y_(x)=\int_0^xf_(x',y_(x'))\,\mathrmx' we conclude that \textstyle z(x)=\int_0^xf(x',z(x'))\,\mathrmx', using the fact that f_ are equicontinuous by the Arzelà–Ascoli theorem. By the
fundamental theorem of calculus The fundamental theorem of calculus is a theorem that links the concept of differentiating a function (calculating its slopes, or rate of change at each time) with the concept of integrating a function (calculating the area under its graph, ...
, z'(x)=f(x,z(x)) in I.


Related theorems

The Peano theorem can be compared with another existence result in the same context, the
Picard–Lindelöf theorem In mathematics – specifically, in differential equations – the Picard–Lindelöf theorem gives a set of conditions under which an initial value problem has a unique solution. It is also known as Picard's existence theorem, the Cau ...
. The Picard–Lindelöf theorem both assumes more and concludes more. It requires
Lipschitz continuity In mathematical analysis, Lipschitz continuity, named after German mathematician Rudolf Lipschitz, is a strong form of uniform continuity for functions. Intuitively, a Lipschitz continuous function is limited in how fast it can change: there e ...
, while the Peano theorem requires only continuity; but it proves both existence and uniqueness where the Peano theorem proves only the existence of solutions. To illustrate, consider the
ordinary differential equation In mathematics, an ordinary differential equation (ODE) is a differential equation whose unknown(s) consists of one (or more) function(s) of one variable and involves the derivatives of those functions. The term ''ordinary'' is used in contrast ...
:y' = \left\vert y\right\vert^ on the domain \left , 1\right According to the Peano theorem, this equation has solutions, but the Picard–Lindelöf theorem does not apply since the right hand side is not Lipschitz continuous in any neighbourhood containing 0. Thus we can conclude existence but not uniqueness. It turns out that this ordinary differential equation has two kinds of solutions when starting at y(0)=0, either y(x)=0 or y(x)=x^2/4. The transition between y=0 and y=(x-C)^2/4 can happen at any C. The Carathéodory existence theorem is a generalization of the Peano existence theorem with weaker conditions than continuity.


Notes


References

* * * * {{cite book , last=Teschl , first=Gerald , author-link=Gerald Teschl , title=Ordinary Differential Equations and Dynamical Systems , publisher=
American Mathematical Society The American Mathematical Society (AMS) is an association of professional mathematicians dedicated to the interests of mathematical research and scholarship, and serves the national and international community through its publications, meeting ...
, location=
Providence Providence often refers to: * Providentia, the divine personification of foresight in ancient Roman religion * Divine providence, divinely ordained events and outcomes in Christianity * Providence, Rhode Island, the capital of Rhode Island in the ...
, year=2012 , isbn=978-0-8218-8328-0 , url=https://www.mat.univie.ac.at/~gerald/ftp/book-ode/ Augustin-Louis Cauchy Theorems in analysis Ordinary differential equations