Math 2.0

statement theorem

Global existence for globally Lipschitz vector fields

Statement

Let JJ be an interval, let K≥0K \ge 0, and let f:J×Rn→Rnf : J \times \mathbb{R}^n \to \mathbb{R}^n be continuous. Assume that ∥f(t,x)−f(t,y)∥≤K∥x−y∥\|f(t, x) - f(t, y)\| \le K \|x - y\| for all t∈Jt \in J and x,y∈Rnx, y \in \mathbb{R}^n. Then for each t0∈Jt_0 \in J and x0∈Rnx_0 \in \mathbb{R}^n, the initial value problem x′=f(t,x)x' = f(t, x), x(t0)=x0x(t_0) = x_0 has exactly one solution defined on all of JJ.

Remarks

The point is that the solution does not blow up: the Lipschitz bound gives ∥f(t,x)∥≤∥f(t,0)∥+K∥x∥\|f(t, x)\| \le \|f(t, 0)\| + K \|x\|, so ∥x(t)∥\|x(t)\| grows at most exponentially. A linear system x′=A(t)x+b(t)x' = A(t) x + b(t) with continuous AA and bb on JJ satisfies the hypothesis on each compact subinterval. So its solutions exist on all of JJ. A field that is only locally Lipschitz can give blow-up in finite time.

Explanations

L1 human

If the field grows at most linearly in the state, solutions cannot run away to infinity in finite time. So the solution exists as long as the field is defined.

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  1. Differential equation concept
  2. Function concept
  3. Interval concept
  4. Ordinary differential equation definition
  5. Lipschitz condition definition
  6. Grönwall's inequality statement
  7. Solution of an ordinary differential equation definition
  8. Initial value problem definition
  9. Picard–Lindelöf hypotheses definition
  10. Uniqueness of solutions for Lipschitz vector fields statement
  11. Picard operator definition
  12. Maximal solution definition
  13. Integral equation form of an initial value problem statement
  14. An iterate of the Picard operator is a contraction statement
  15. Picard–Lindelöf theorem statement
  16. Global existence for globally Lipschitz vector fields statement

Sources

  1. Web https://en.wikipedia.org/wiki/Picard%E2%80%93Lindel%C3%B6f_theorem, Global existence of solution