Carathéodory's existence theorem

Statement on solutions to ordinary differential equations
Differential equations
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In mathematics, Carathéodory's existence theorem says that an ordinary differential equation has a solution under relatively mild conditions. It is a generalization of Peano's existence theorem. Peano's theorem requires that the right-hand side of the differential equation be continuous, while Carathéodory's theorem shows existence of solutions (in a more general sense) for some discontinuous equations. The theorem is named after Constantin Carathéodory.

Introduction

Consider the differential equation

y ( t ) = f ( t , y ( t ) ) {\displaystyle y'(t)=f(t,y(t))}

with initial condition

y ( t 0 ) = y 0 , {\displaystyle y(t_{0})=y_{0},}

where the function ƒ is defined on a rectangular domain of the form

R = { ( t , y ) R × R n : | t t 0 | a , | y y 0 | b } . {\displaystyle R=\{(t,y)\in \mathbf {R} \times \mathbf {R} ^{n}\,:\,|t-t_{0}|\leq a,|y-y_{0}|\leq b\}.}

Peano's existence theorem states that if ƒ is continuous, then the differential equation has at least one solution in a neighbourhood of the initial condition.[1]

However, it is also possible to consider differential equations with a discontinuous right-hand side, like the equation

y ( t ) = H ( t ) , y ( 0 ) = 0 , {\displaystyle y'(t)=H(t),\quad y(0)=0,}

where H denotes the Heaviside function defined by

H ( t ) = { 0 , if  t 0 ; 1 , if  t > 0. {\displaystyle H(t)={\begin{cases}0,&{\text{if }}t\leq 0;\\1,&{\text{if }}t>0.\end{cases}}}

It makes sense to consider the ramp function

y ( t ) = 0 t H ( s ) d s = { 0 , if  t 0 ; t , if  t > 0 {\displaystyle y(t)=\int _{0}^{t}H(s)\,\mathrm {d} s={\begin{cases}0,&{\text{if }}t\leq 0;\\t,&{\text{if }}t>0\end{cases}}}

as a solution of the differential equation. Strictly speaking though, it does not satisfy the differential equation at t = 0 {\displaystyle t=0} , because the function is not differentiable there. This suggests that the idea of a solution be extended to allow for solutions that are not everywhere differentiable, thus motivating the following definition.

A function y is called a solution in the extended sense of the differential equation y = f ( t , y ) {\displaystyle y'=f(t,y)} with initial condition y ( t 0 ) = y 0 {\displaystyle y(t_{0})=y_{0}} if y is absolutely continuous, y satisfies the differential equation almost everywhere and y satisfies the initial condition.[2] The absolute continuity of y implies that its derivative exists almost everywhere.[3]

Statement of the theorem

Consider the differential equation

y ( t ) = f ( t , y ( t ) ) , y ( t 0 ) = y 0 , {\displaystyle y'(t)=f(t,y(t)),\quad y(t_{0})=y_{0},}

with f {\displaystyle f} defined on the rectangular domain R = { ( t , y ) | | t t 0 | a , | y y 0 | b } {\displaystyle R=\{(t,y)\,|\,|t-t_{0}|\leq a,|y-y_{0}|\leq b\}} . If the function f {\displaystyle f} satisfies the following three conditions:

  • f ( t , y ) {\displaystyle f(t,y)} is continuous in y {\displaystyle y} for each fixed t {\displaystyle t} ,
  • f ( t , y ) {\displaystyle f(t,y)} is measurable in t {\displaystyle t} for each fixed y {\displaystyle y} ,
  • there is a Lebesgue-integrable function m : [ t 0 a , t 0 + a ] [ 0 , ) {\displaystyle m:[t_{0}-a,t_{0}+a]\to [0,\infty )} such that | f ( t , y ) | m ( t ) {\displaystyle |f(t,y)|\leq m(t)} for all ( t , y ) R {\displaystyle (t,y)\in R} ,

then the differential equation has a solution in the extended sense in a neighborhood of the initial condition.[4]

A mapping f : R R n {\displaystyle f\colon R\to \mathbf {R} ^{n}} is said to satisfy the Carathéodory conditions on R {\displaystyle R} if it fulfills the condition of the theorem.[5]

Uniqueness of a solution

Assume that the mapping f {\displaystyle f} satisfies the Carathéodory conditions on R {\displaystyle R} and there is a Lebesgue-integrable function k : [ t 0 a , t 0 + a ] [ 0 , ) {\displaystyle k:[t_{0}-a,t_{0}+a]\to [0,\infty )} , such that

| f ( t , y 1 ) f ( t , y 2 ) | k ( t ) | y 1 y 2 | , {\displaystyle |f(t,y_{1})-f(t,y_{2})|\leq k(t)|y_{1}-y_{2}|,}

for all ( t , y 1 ) R , ( t , y 2 ) R . {\displaystyle (t,y_{1})\in R,(t,y_{2})\in R.} Then, there exists a unique solution y ( t ) = y ( t , t 0 , y 0 ) {\displaystyle y(t)=y(t,t_{0},y_{0})} to the initial value problem

y ( t ) = f ( t , y ( t ) ) , y ( t 0 ) = y 0 . {\displaystyle y'(t)=f(t,y(t)),\quad y(t_{0})=y_{0}.}

Moreover, if the mapping f {\displaystyle f} is defined on the whole space R × R n {\displaystyle \mathbf {R} \times \mathbf {R} ^{n}} and if for any initial condition ( t 0 , y 0 ) R × R n {\displaystyle (t_{0},y_{0})\in \mathbf {R} \times \mathbf {R} ^{n}} , there exists a compact rectangular domain R ( t 0 , y 0 ) R × R n {\displaystyle R_{(t_{0},y_{0})}\subset \mathbf {R} \times \mathbf {R} ^{n}} such that the mapping f {\displaystyle f} satisfies all conditions from above on R ( t 0 , y 0 ) {\displaystyle R_{(t_{0},y_{0})}} . Then, the domain E R 2 + n {\displaystyle E\subset \mathbf {R} ^{2+n}} of definition of the function y ( t , t 0 , y 0 ) {\displaystyle y(t,t_{0},y_{0})} is open and y ( t , t 0 , y 0 ) {\displaystyle y(t,t_{0},y_{0})} is continuous on E {\displaystyle E} .[6]

Example

Consider a linear initial value problem of the form

y ( t ) = A ( t ) y ( t ) + b ( t ) , y ( t 0 ) = y 0 . {\displaystyle y'(t)=A(t)y(t)+b(t),\quad y(t_{0})=y_{0}.}

Here, the components of the matrix-valued mapping A : R R n × n {\displaystyle A\colon \mathbf {R} \to \mathbf {R} ^{n\times n}} and of the inhomogeneity b : R R n {\displaystyle b\colon \mathbf {R} \to \mathbf {R} ^{n}} are assumed to be integrable on every finite interval. Then, the right hand side of the differential equation satisfies the Carathéodory conditions and there exists a unique solution to the initial value problem.[7]

See also

  • iconMathematics portal

Notes

  1. ^ Coddington & Levinson (1955), Theorem 1.2 of Chapter 1
  2. ^ Coddington & Levinson (1955), page 42
  3. ^ Rudin (1987), Theorem 7.18
  4. ^ Coddington & Levinson (1955), Theorem 1.1 of Chapter 2
  5. ^ Hale (1980), p.28
  6. ^ Hale (1980), Theorem 5.3 of Chapter 1
  7. ^ Hale (1980), p.30

References

  • Coddington, Earl A.; Levinson, Norman (1955), Theory of Ordinary Differential Equations, New York: McGraw-Hill.
  • Hale, Jack K. (1980), Ordinary Differential Equations (2nd ed.), Malabar: Robert E. Krieger Publishing Company, ISBN 0-89874-011-8.
  • Rudin, Walter (1987), Real and complex analysis (3rd ed.), New York: McGraw-Hill, ISBN 978-0-07-054234-1, MR 0924157.