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My title - Departamento de Matemática da Universidade do Minho

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6 FLOWS 46<br />

• Verifique que<br />

A =<br />

( ρ 1<br />

0 ρ<br />

• Verifique que<br />

( ) 0 ω<br />

A =<br />

−ω 0<br />

( ) ρ ω<br />

A =<br />

−ω ρ<br />

)<br />

⇒ e tA = e ρt ( 1 t<br />

0 1<br />

( )<br />

⇒ e tA cos(ωt) sin(ωt)<br />

=<br />

− sin(ωt) cos(ωt)<br />

( )<br />

⇒ e tA = e ρt cos(ωt) sin(ωt)<br />

− sin(ωt) cos(ωt)<br />

A origem é dita foco estável se ρ < 0, foco instável se ρ > 0.<br />

• Consi<strong>de</strong>re o sistema linear<br />

ẋ = x − y<br />

ẏ = x + y<br />

Determine a solução com condições iniciais x(0) = 1 e y(0) = 0.<br />

6.5 Existence and uniqueness theorems<br />

Here we consi<strong>de</strong>r a generic first or<strong>de</strong>r ODE of the form<br />

ẋ = v(x, t)<br />

where the velocity field v is a (continuous) function <strong>de</strong>fined in some exten<strong>de</strong>d phase space X × R.<br />

The phase space X may be some interval of the real line, an open subset of some Eucli<strong>de</strong>an R n ,<br />

or a differentiable manifold.<br />

The problem we address is the existence and uniqueness of solutions of the initial value (or<br />

Cauchy) problem. A local solution passing through the point (x 0 , t 0 ) ∈ X×R is a solution t ↦→ ϕ(t),<br />

<strong>de</strong>fined in some neighborhood I of t 0 , such that ϕ(t 0 ) = x 0 . Eventually, we’ll be interested also in<br />

the possibility of extending such local solutions to larger intervals of times.<br />

The basic existence theorem is 13<br />

Peano’s theorem. Let v(x, t) be a continuous velocity field in some <strong>do</strong>main A of the exten<strong>de</strong>d<br />

phase space R 2 . Then for any point (x 0 , t 0 ) ∈ A passes at least one integral curve of the differential<br />

equation ẋ = v(x, t).<br />

I<strong>de</strong>a of the proof. Natural guesses for the solutions are Euler lines starting through (x 0 , t 0 ). If<br />

we restrict to a sufficiently small neighborhood of (x 0 , t 0 ), we can assume that the velocity field is<br />

boun<strong>de</strong>d, say |v(x, t)| ≤ K, and that all such Euler lines lies in the “papillon” ma<strong>de</strong> of two triangles<br />

touching at (x 0 , t 0 ) with slopes ±K. Construct a family of Euler lines, graphs of ϕ n (t), such that<br />

the maximal step ε n of the n-th line goes to 0 as n → ∞. One easily sees that the family (ϕ n )<br />

is boun<strong>de</strong>d and equicontinuous. By the Ascoli-Arzelá theorem it admits a (uniformly) convergent<br />

subsequence. Finally, we claim that the sublimit ϕ ni → ϕ solves the differential equation. q.e.d.<br />

Both existence and uniqueness may fail.<br />

(ẋ) 2 − xt + 1 = 0<br />

)<br />

The Hamilton-Jacobi equation<br />

cannot have solutions satisfying the initial condition x(0) = 0, for otherwise we would have a<br />

negative “kinetic energy” (ẋ) 2 = −1 at that point!<br />

Some regularity of the functions involved in a differential equation is also nee<strong>de</strong>d to ensure the<br />

uniqueness of solutions. For example, both curves t ↦→ 0 and t ↦→ t 3 solve the equation<br />

ẋ = 3x 2/3<br />

with initial condition x(0) = 0. The problem here is that the velocity field v(t, x) = 3x 2/3 , although<br />

continuous, is not differentiable and not even Lipschitz at the origin.<br />

13 G. Peano, Sull’integrabilità <strong>de</strong>lle equazioni differenziali <strong>de</strong>l primo ordine, Atti Accad. Sci. Torino 21 (1886),<br />

677-685. G. Peano, Demonstration <strong>de</strong> l’intégrabilité <strong>de</strong>s équations différentielles ordinaires, Mathematische Annalen<br />

37 (1890) 182-228.

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