Picard-Lindelöf Theorem
We discuss the Picard-Lindelöf theorem on local existence and uniqueness of solutions to first-order ODEs, building up from the completeness of C(K,E) under the supremum norm, the Banach fixed point theorem, and Grönwall's inequality.
Approach
Let be a compact metric space and be a Banach space. Then the space equipped with a supremum norm is a Banach space.
Let be arbitrary and be a Cauchy sequence, then there exists such that whenever . Fix , then we have
Then is Cauchy in . Since is complete, there exists such that . We claim that uniformly. Fix and , then we have
Then in . In addition, taking we obtain for all . Thus in the sup norm. To prove , fix , we choose large enough such that
Since is pointwise continuous, then there exists such that whenever . Then we obtain
Since was arbitrary, then , which implies that with the supremum norm is a Banach space.
Banach Fixed Point Theorem
Let be a complete metric space, and be a mapping on satisfying
Then admits a unique fixed point in .
Let be arbitrary and let be the sequence defined by for all . We first establish the estimate
This follows by induction: the base case is immediate. Assuming it holds for , then
Using this and the triangle inequality, for all we obtain
Let be arbitrary, then one can choose large enough such that . Thus is a Cauchy sequence, and since is complete, then converges to some and we obtain
where the last equality follows from continuity of . Thus is a fixed point in . To prove the uniqueness, suppose are two fixed points in , then we have
which is a contradiction, as desired.
Grönwall Inequality
Let be a continuous function, and we have
Then we have the estimate
Let , then we have and . Consider , differentiating yields
Thus , we obtain
Hence we are done.
Picard–Lindelöf Theorem
Consider the Cauchy problem
Let be a closed set and be a continuous function in , locally Lipschitz in , i.e. for every compact set , there exists a local constant such that
for all . Then there exists an interval containing and a unique solution .
Let such that and . Since is closed and bounded, it is compact. Then is bounded on .
Let , , and . We define the metric space
Since is compact and is complete, the above lemma gives that is Banach. Since is closed, then is also a Banach space. Integrating both sides of the second equation of yields
Let be the operator defined by . We claim that is invariant. Indeed, we have
Thus . Furthermore, we aim to prove that is a contraction. Since is compact, then there exists such that is Lipschitz with constant on . Consider the following estimate
Taking the supremum over yields . Thus is a contraction. Applying the Banach Fixed Point theorem, then there exists a unique such that , or equivalently,
Then is continuous, the fundamental theorem of calculus implies that
Hence is a solution in of . To prove the uniqueness, suppose are solutions of . Since both satisfy the integral equation, using the similar estimate we obtain
If , the integral is nonpositive while the left side is nonnegative, so both sides must vanish, which implies , i.e. . If , apply the Grönwall inequality for the function with , we obtain for all , thus . Therefore for all , it follows that the solution in is unique.
References
[1] H. Brezis, Functional Analysis, Sobolev Spaces and Partial Differential Equations, Springer (2011).
[2] G. Teschl, Ordinary Differential Equations and Dynamical Systems, Graduate Studies in Mathematics, Vol. 140, American Mathematical Society (2012).
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