§ 1. Existence theorems
1. The concept of a differential equation
Let I be an interval contained in , not reducing to a single point, E a topological vector space over , and A and B two open subsets of E. Let be a continuous map of into E; to every differentiable map u of I into A whose derivative takes its values in B we associate the map of I into E, and denote it by ; so is defined on the set of differentiable functions of I into B whose derivatives have their values in B. We shall say that the equation is a differential equation in u (relative to the real variable t); a solution of this equation is also called an integral of the differential equation (on the interval I); it is a differentiable map of I into A, whose derivative takes values in B, such that for every . By abuse of language we shall write the differential equation in the form
on the understanding that x belongs to the set .
For example, for the relations
are differential equations, all four of which admit the function as a solution
In this chapter we consider in principle only the case where E is a complete normed space over , and where the differential equations are of the specific form
("explicit equations in "), where f denotes a function defined on with values in E, and H is an open nonempty subset of E. We shall, moreover, widen a little the concept of a solution (or integral) of such an equation (on the interval I): we shall say that a function u, defined and continuous on I, with values in H, is a solution (or integral) of the equation (I) if there exists a countable subset A of I such that at every point t of the complement of A in I the function u admits a derivative such that . If is differentiable and satisfies the relation above for every point we shall say that it is a strict solution of the equation (1) on I.
In the particular case of a differential equation of the form , where is a map of I into E, the solutions in the above sense are the primitives of the function (II, p. 51), and the strict solutions are the strict primitives.
When E is a product of complete normed spaces (), one can write and , where is a map from I into and is a map from into ; the equation (1) is then equivalent to the system of differential equations
The most important case is that where the are equal to or to ; one then says that (2) is a system of scalar differential equations.
One may reduce the study of relations of the form
A relation of the form (3) is called a differential equation of order (explicitly resolved for ); in contrast, equations of the form (1) are called differential equations of first order.
Similarly one may reduce any "system of differential equations" of the form
2. Differential equations admitting solutions that are primitives of regulated functions
Recall (II, p. 54, def. 3) that a vector function defined on an interval is said to be regulated if it is the uniform limit of step functions on every compact subset of I; an equivalent condition is that at every interior point of I the function has a right and a left limit, and also a right limit at the left-hand end point of I and a left limit at the right-hand endpoint of I, when these two points belong to I (II, p. 54, th. 3). In this chapter we shall restrict ourselves to differential equations (1) for which every solution is a primitive of a regulated function on I. This condition is clearly satisfied if, for every continuous map of I into H, the function is regulated on I; the following lemma gives a sufficient condition for this:
Lemma 1
Let be a map from into such that, on writing (for every ) for the map of into , the following conditions are satisfied: 1° is regulated on for every ; 2° the map of into the set of maps from into is continuous when one endows with the topology of compact convergence (Gen. Top., X, p. 278). Under these conditions:
1° For every continuous map of into the function is regulated on ; more precisely, the right (resp. left) limit of this function at a point is equal to the right (resp. left) limit of the function at the point .
2° If is a sequence of maps of into which converges uniformly to a continuous function of into on every compact subset of , then the sequence of functions converges uniformly to on every compact subset of .
1 Let be the right limit of at the point ; for every there is a compact neighbourhood of in such that for and . On the other hand, there exists such that the relations
imply for all ; if is a neighbourhood of in such that for every , then for and , which proves that is the right limit of at the point .
2 Let be a compact subset of ; since is continuous on , is a compact subset of ; for every and there exists a number such that, for every and every , one has . There is a finite number of points such that the closed balls with centre and radius form a cover of ; let . By hypothesis there exists an integer such that for one has for every . Now, for every there exists an index such that
consequently one has , whence for every and every
For the rest of this section I will denote an interval contained in , not reducing to a single point, an open nonempty set contained in the normed space , and a map from into satisfying the hypotheses of lemma 1.
Proposition 1
Let be a point of and a point of ; for a continuous function to be a solution of the equation (1) on and take the value at the point , it is necessary and sufficient that it satisfies the relation
for every .
Indeed, by lemma 1, if is a solution of (1) on , then is regulated, so the right-hand side of (6) is defined and equal to for every . Conversely, if is a continuous function that satisfies (6) then is regulated, by lemma 1, so has derivative equal to except at the points of a countable subset of .
Corollary
At every point of I distinct from the left (resp. right) endpoint of this interval, every solution u of (1) on I admits a left (resp. right) derivative equal to the left (right) limit of at this point.
Proposition 2
If f is a continuous map from into E, then every solution of (1) on I is a strict solution.
Indeed, such a solution is a primitive of the continuous function (II, p. 66, prop. 3).
Furthermore, we note that a continuous function on satisfies the conditions of lemma 1 (Gen. Top., X, p. 286, cor. 3).
In the sequel we shall choose and arbitrarily and investigate whether there exist solutions of (1) on (or on a neighbourhood of in ) taking the value at the point (or, what comes to the same, solutions of (6)).
3. Existence of approximate solutions
Given a number we shall say that a continuous map of into is an approximate solution to within of the differential equation
if, at all the points of the complement of a countable subset of , the function admits a derivative which satisfies the condition
Let be a point of ; since satisfies the hypotheses of lemma 1 (IV, p. 165) there exist a compact neighbourhood of in such that is bounded on , and an open ball with centre contained in , such that is bounded on ; it follows that is bounded on . Throughout this subsection J will denote a compact interval which is a neighbourhood of t0 in I, S will be an open ball with centre x_0 and radius r contained in H, with J and S such that f is bounded on J × S; and M will denote the supremum of \|f(t, x)\| over J × S.*
Proposition 3
On every compact interval with left (or right) endpoint t_0 contained in J, with length less than r/(M + ε), there exists an approximate solution to within ε of equation (1), with values in S, and equal to x_0 at t_0.
We suppose that is not the right-hand endpoint of J, and prove the proposition for intervals with left-hand endpoint . Let be the set of solutions of (1) to within , each of which takes values in S, is equal to at , and is defined on a half open interval contained in J (the interval depending on the approximate solution under consideration). First we show that is not empty. Let c be right limit of at ; by lemma 1 (IV, p. 165) the function has a right limit equal to c at , so the restriction of the function to a sufficiently small half open interval will belong to .
We order the set by the relation "u is a restriction of v", and show that is inductive (Set Theory, III, p. 154). Let be a totally ordered subset of and the interval where is defined: for the function is thus an extension of . The union of the intervals is an interval contained in J, and there exists one and only one function u defined on that coincides with on for each ; among the there is an increasing sequence tending to b; since u agrees with on the function u admits a derivative satisfying (7) at all the points of the complement of a countable subset of , and so is the supremum of the set in .
By Zorn's lemma (Set Theory, III, p. 154, th. 2), admits a maximal element ; we shall show that if is the interval where is defined, then either is the right-hand endpoint of J, or else . We argue by contradiction, supposing that neither of these conditions holds; first we show that one can extend by continuity at the point ; in fact, for any s and t in ,
by the mean value theorem; Cauchy's criterion shows that admits a left limit at the point . Now let be the right limit at of the function ; one has ; the same argument as that at the beginning of the proof shows that one can extend to a half open interval with left-hand endpoint by the function , so that the extended function belongs to , which is absurd. This proves the proposition.
When f is uniformly continuous on one can prove prop. 3 without using Zorn's lemma (IV, p. 199, exerc. 1a)).
Proposition 4
The set of approximate solutions of (1) to within , defined on the same interval and taking values in S, is uniformly equicontinuous.
Indeed, if u is any function in this set and s and t are two points of K, then by the mean value theorem
Corollary (Peano's theorem)
If E is of finite dimension over then there exists a solution of (1) with values in S and equal to at , on every compact interval K with left (or right) endpoint contained in J and having length .
Indeed, by prop. 3, once is large enough there is an approximate solution of (1) to within , defined on , with values in , and equal to at . Further, from some value of on, is contained in a closed ball with centre and radius , independent of . The set of is equicontinuous (prop. 4), and since is finite dimensional the set is relatively compact in ; so for every the set of is relatively compact in . By Ascoli’s theorem (Gen. Top., X, p. 290, th. 2) the set of is relatively compact in the space of maps from into endowed with the uniform norm. Thus there is a sequence extracted from of which converges uniformly on to a continuous function . One has , so is defined on ; by lemma 1 (IV, p. 165), converges uniformly to on ; by (IV, p. 4, formula (7)), is a primitive of a function which tends uniformly to on , so (II, p. 52, th. 1) is a solution of (1) on , and equal to at the point .
Remark 1
There can be infinitely many integrals of a differential equation (1) taking the same value at a given point. For example, the scalar differential equation has all the functions defined by
as integrals taking the value 0 at the point , for any positive numbers and .
Remark 2
Peano’s theorem no longer holds when is an arbitrary complete normed space of infinite dimension (IV, p. 204, exerc. 18).
4. Comparison of approximate solutions
In what follows, I and denote, as above, an interval contained in and an open set in the normed space , respectively; is a point of I.
Definition 1
Given a positive real function* defined on , one says that a map from into is Lipschitz with respect to the function if, for every , the function is regulated on , and if, for every and every pair of points of , *one has (the "Lipschitz condition")
(8)
We shall say that is Lipschitz (without being more specific) on if it is Lipschitz on this set for some constant . It is immediate that a Lipschitz function on satisfies the hypotheses of lemma 1 of IV, p. 165 (the converse being false); when is Lipschitz (on ) one says that the differential equation
(1)
is Lipschitz (on ).
Example
When and is an interval in , if the function admits a partial derivative (II, p. 74) at every point of , such that on , then condition (8) is satisfied, by the mean value theorem; we shall see later how this example generalizes to the case where is an arbitrary normed space.
If is Lipschitz on then is bounded on for every compact subinterval and every open ball . Thus prop. 3 (IV, p. 166) can be applied, and demonstrates the existence of approximate solutions of equation (1). But we also have the following proposition, which allows us to compare two approximate solutions:
Proposition 5
Let be a real regulated function and on , and let be a function that is defined and Lipschitz with respect to on . If and are two approximate solutions of (1), to within and respectively, defined on with values in , then, for all such that ,
where
From the relation , valid on the complement of a countable set, one deduces, from the mean value theorem, that
and similarly
whence
By the Lipschitz condition (8) one has
whence, putting ,
The proposition is thus a consequence of the following lemma:
Lemma 2
If w is a continuous real function on the interval [t_0, t_1] and satisfies the inequality
where is a regulated function on , then, for ,
Put ; the relation (12) implies that
on the complement of a countable set.
Put ; then (14) is equivalent to
On applying the mean value theorem (I, p. 15, th. 2) to this inequality, and noting that , we obtain
whence
and since one thus obtains (13).
Corollary
Let be a Lipschitz function for the constant , defined on . If and are two approximate solutions of (1) to within and respectively, defined on and taking their values in , then, for all ,
This inequality is in fact an immediate consequence of (9) when ; to prove it for it suffices to apply it to the equation
obtained from (1) by the change of variable .
Remark 1
When the inequality (15) is replaced by the inequality
Remark 2
When E is of finite dimension, and is Lipschitz on , one can show the existence of approximate solutions of (1) (IV, p. 166, prop. 3) without using the axiom of choice (IV, p. 199, exerc. 1 b)).
Proposition 6
Let and be two functions defined on , satisfying the hypotheses of lemma 1 of IV, p. 165, and such that, on ,
Suppose further that is Lipschitz for the constant on . In these circumstances, if is an approximate solution of to within , defined on , with values in , and is an approximate solution of to within , defined on , with values in , then, for all
Indeed
5. Existence and uniqueness of solutions of lipschitz and locally lipschitz equations
Theorem 1 (Cauchy)
Let be a Lipschitz function on , let J be a compact subinterval of , not reducing to a single point, a point of J, S an open ball with centre and radius r, contained in H, and M the least upper bound of on . In these circumstances, for every compact interval K that does not reduce to a single point and is contained in the intersection of J with , and contains , there exists one and only one solution of the differential equation defined on K, with values in S, and equal to at the point .
Indeed, for sufficiently small, the set of approximate solutions of (1) to within , defined on K, with values in S, and equal to at the point , is not empty (IV, p. 166, prop. 3); further, if and belong to then, by (15) (IV. p. 170)
for all , so the sets form a filter base which converges uniformly on to a continuous function , equal to at ; also takes values in , since, for small enough, the functions take their values in a closed ball contained in . Since tends uniformly on to along , satisfies equation (6) of IV, p. 165, so is a solution of (1). The uniqueness of the solution follows immediately from inequality (15) of IV, p. 170 where one takes and .
We shall say that a function defined on is locally Lipschitz if, for every point of , there exists a neighbourhood of (with respect to ) and a neighbourhood of such that is Lipschitz on (for a constant depending on and ). By the Borel-Lebesgue theorem, for every compact interval and every point there exists an open ball with centre , contained in , such that is Lipschitz on ; thus satisfies the hypotheses of lemma 1 of IV, p. 3. When is locally Lipschitz on we shall say that the equation is locally Lipschitz on .
We shall generalize and clarify th. 1 of IV, p. 10 for locally Lipschitz equations; we restrict ourselves to the case where is the left endpoint of the interval ; one can pass easily to the case where is an arbitrary point of (cf. IV, §IV ??, p. 9, corollary).
Theorem 2
Let be an interval (not reducing to a single point) with left-hand endpoint , let be a nonempty open set in , and a locally Lipschitz function on .
For there exists a largest interval , with left-hand endpoint , on which there exists an integral of the equation taking values in and equal to at the point ; this integral is unique.
If then is a half-open interval of finite length; further, for every compact subset the set is a compact subset of .
If is bounded, and if is bounded on , then has a left limit at the right-hand endpoint of ; further, if then is a boundary point of in .
Let be the set of intervals (not reducing to a single point) with left-hand endpoint which are contained in and are such that on there is a solution of (1) (IV, p. 163) with values in and equal to at ; by th. 1 (IV, p. 171) the set is not empty. Let and be two intervals belonging to , and suppose, for example, that ; if and are two integrals of (1) defined respectively on and , with values in , and equal to at , we shall see that is an extension of . Indeed, let be the supremum of the set of such that for ; we shall show that is the right-hand endpoint of . If this were not so, we would have by continuity, and would belong to ; since is locally Lipschitz, th. 1 shows that there can exist only one integral of (1) defined on a neighbourhood of with values in and equal to at ; it is therefore a contradiction to suppose that is not the right-hand endpoint of . We now see that if is the union of the intervals there exists one and only one integral of (1), defined on , with values in and equal to at .
2) Suppose that J ≠ I and let β be the right endpoint of J; if β is the right-hand endpoint of I then β ∈ I (so β is finite) and J = [t_0, β[ by hypothesis. Suppose then that β is not the right-hand endpoint of I; if β ∈ J then u(β) = c belongs to H; by th. 1 there exists an integral of (1) with values in H, defined on an interval
and equal to c at β; then J would not be the largest of the intervals in , which is absurd; so J = [t_0, β[.
If K is a compact subset of H then is closed in J; we shall see that there exists a γ ∈ J such that is contained in [t_0, γ ], which will prove that is compact. If not, there would be a point c ∈ K such that (β, c) is a cluster point of the set of points (t, u(t)) such that t < β and u(t) ∈ K. Since β ∈ I and c ∈ H there exists a neighbourhood V of β in I, and an open ball S with centre c and radius r contained in H, such that f is Lipschitz and bounded on V × S; let M be the supremum of over this set. By hypothesis there exists a t_1 ∈ J such that , and ; th. 1 shows that there exists one and only one integral of (1), with values in H, defined on an interval [t_1, t_2] containing β, and equal to u(t_1) at t_1; since this interval coincides with u on the interval [t_1, β[ it follows that J = [t_0, β[ is not the largest interval in , which is absurd.
3 Suppose that J is bounded and that on J; then on the complement of a countable subset of J; then, by the mean value theorem, for any s and t in J; by the Cauchy criterion, u has a left limit c at the right endpoint β of J. If J ≠ I then c cannot belong to H, for on extending u by continuity at β, u would be an integral of (1) with values in H, defined on an interval [t_0, β] and equal to x_0 at t_0; then one would have J = [t_0, β], contradicting what we have seen in 2 .
Corollary 1
If H = E and J ≠ I then f(t, u(t)) is not bounded on J, if, further, E is finite dimensional, then has left limit at the right-hand endpoint of J.
The first part is an immediate consequence of the third part of th. 2 If E is finite dimensional then every closed ball S ⊂ E is compact, so the second part of th. 2 shows that there exists a γ ∈ J such that u(t) ∉ S for t > γ.
If E is finite dimensional it can happen that J ≠ I but that remains bounded as t tends to the right-hand endpoint of J (IV, p. 200, exerc. 5).
Corollary 2
If, on I × H, the function f is Lipschitz with respect to a regulated function k(t), and if the right-hand endpoint β of J belongs to I, then u has a left limit at β; if H = E and if f is Lipschitz with respect to a regulated function k(t) on I × E, then J = I.
Indeed, if β ∈ I, there exists a compact neighbourhood V of β in I, such that f(t, x_0) and k(t) are bounded on V; then (m and h constant) on , whence on the complement of a countable subset of , so that ( constant) on ; lemma 2 (IV, p. 170) shows that ( and constant) on , and thus remains bounded on , and the corollary results from th. 2 of IV, p. 172.
Example 1
For a differential equation of the form , where is regulated on , every integral is clearly defined on all of . One should note that can be bounded on without being so.
Example 2
For the scalar equation one has . If one takes the corresponding integral is on the largest interval containing 0 where the derivative of is positive, that is to say, on ; at the endpoints of this interval the integral tends to an endpoint of .
Example 3
For the scalar equation one has : the integral that vanishes at is , and the largest interval containing 0 where this function is continuous is ; and tends to at the endpoints of (cf. IV, p. 173, cor. 1).
Example 4
For the scalar equation one has and the right-hand side is bounded on , so (IV, p. 173, cor. 1) every integral is defined on all of .
6. Continuity of integrals as functions of a parameter
Prop. 6 (IV, p. 171) shows that when a differential equation
is "close" to a Lipschitz equation and when one supposes that both equations have an approximate solution on the same interval, then these approximate solutions are "close"; we shall clarify this result by showing that the existence of solutions of the Lipschitz equation on an interval implies that of approximate solutions of on the same interval, so long as, on the latter, the values of the solution of are not "too close" to the boundary of .
Proposition 7
Let and be two functions defined on , satisfying the hypotheses of lemma 1 of IV. p. 165, and such that, on
Suppose further that is Lipschitz with respect to a constant on and that is locally Lipschitz on , or that is finite dimensional. Let be a point of , a number , and
Let be an integral of the equation defined on an interval contained in , equal to at the point , and such that for all the closed ball with centre and radius is contained in . Under these conditions, for every such that there exists an integral of , defined on , with values in , and equal to at the point ; moreover, on .
Let be the family of integrals of each of which takes its values in , is equal to at , and is defined on a half-open interval contained in (depending on the interval considered). By th. 1 of IV, p. 171 (when is locally Lipschitz) or IV, p. 167 corollary (when is finite dimensional), is not empty, and the same reasoning as in prop. 3 of IV, p. 166 shows that is inductive for the order "v is a restriction of w". Let be a maximal element of and the interval of definition of ; by prop. 6 of IV, p. 171, it all comes down to proving that . If not, one would have
on the interval by prop. 6; now on the compact interval the regulated function is bounded, so the function is bounded on the interval , for on this interval. Since is an approximate solution of to within on there exists a number such that on this interval, except at the points of a countable set; the mean value theorem now shows that for every pair of points of , so (by Cauchy's criterion) has a left limit at the point , and, by continuity, one has , and so . Now one sees, from IV, p. 171, th. 1 or IV, p. 167, corollary, that there exists an integral of defined on an interval and equal to at , which contradicts the definition of .
Theorem 3
Let F be a topological space and let f be a map from I × H × F into E such that, for every , the function is Lipschitz on I × H, and such that, when tends to , tends uniformly to on I × H. Let be an integral of defined on an interval contained in I, with values in H, and equal to at . For every compact interval contained in J there exists a neighbourhood V of in F such that, for every , the equation has an integral (and only one) defined on , with values in H and equal to at ; moreover, when tends to the solution tends uniformly to on .
Indeed, let be such that for the closed ball with centre and radius is contained in ; if is Lipschitz with respect to the constant on we take small enough that ; taking such that, for every , one has on , one can apply prop. 7 of IV, p. 174; moreover,
on , which completes the proof of the theorem.
Remark
When and the condition (16) of IV, p. 174 is satisfied on , prop. 7 of IV, p. 174 applies to every solution of on any interval where this solution is defined; one may even assume that is Lipschitz with respect to a regulated function though not necessarily bounded on this interval.
7. Dependence on initial conditions
Let be a locally Lipschitz equation on ; by th. 2 (IV, p. 172), for every point of there exists a largest interval , not reducing to a single point, containing , and on which there exists an integral (and only one) of this equation, equal to at ; we shall clarify the manner in which this integral, and the interval where it is defined, depend on the point .
Theorem 4
Let be a locally Lipschitz function on and an arbitrary point of .
1 There exist an interval , a neighbourhood of in , and a neighbourhood of in such that, for every point of , there exists an integral (and only one) defined on , with values in and equal to at the point (in other words, for all ).
2 The map of into is uniformly continuous.
3 There exists a neighbourhood of in such that, for every point
1 Let be a ball with centre and radius contained in , and an interval contained in , a neighbourhood of in , such that is bounded and Lipschitz (with respect to some constant ) on ; denote by the supremum of on . Then there exist (IV, p. 171, th. 1) an interval , a neighbourhood of in , and an integral of defined on , with values in and equal to at . We shall see that the open ball with centre and radius , and the intersection of with an interval , where is small enough, are as required. Indeed, prop. 7 of IV, p. 174 (applied to the set and the case where ) shows that there exists an integral of defined on , with values in , and equal to at a point , provided that
2) By the mean value theorem we have
(20)
for all in K and in V. Now prop. 5 (IV, p. 169) shows that
(21)
for every and in K, and and in V. Finally, if and are any two points in K,
by the mean value theorem, that is to say
since is identical to the integral which takes the value at the point , prop. 5 (IV, p. 169) shows that
(22)
for all in K and in V. The three inequalities (20), (21) and (22) thus prove the uniform continuity of the map on .
3 By (20), we have on
If is taken small enough, so that , one then sees that if is any point of the open ball W with centre and radius , that for any and in K. If , the function is then defined on K and is equal to the integral of (1) which takes the value at the point , that is, to ; in particular
Moreover, if is such that , then the integral takes the value at so is identical to , which consequently takes the value at , which shows that and concludes the proof.
Exercises
See the exercises for § 1.