Parameter-dependent linear ordinary differential equations and topology of domains
Vyacheslav M. Boyko, Michael Kunzinger, Roman O. Popovych

TL;DR
This paper explores how the solvability of parameter-dependent linear ODEs is influenced by the topology of the domain, providing a complete characterization and extending the analysis to Schwartz distributions.
Contribution
It offers a comprehensive topological characterization of the solvability of parameter-dependent linear ODEs and extends the theory to Schwartz distributions.
Findings
Solvability depends on topological properties of the domain.
Complete characterization of solution existence for parameter-dependent equations.
Extension of results to Schwartz distributions.
Abstract
The well-known solution theory for (systems of) linear ordinary differential equations undergoes significant changes when introducing an additional real parameter. Properties like the existence of fundamental sets of solutions or characterizations of such sets via nonvanishing Wronskians are sensitive to the topological properties of the underlying domain of the independent variable and the parameter. We give a complete characterization of the solvability of such parameter-dependent equations and systems in terms of topological properties of the domain. In addition, we also investigate this problem in the setting of Schwartz distributions.
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**Parameter-dependent linear ordinary differential
equations and topology of domains**
Vyacheslav M. Boyko*†1*, Michael Kunzinger*‡2* and Roman O. Popovych*†‡§3*
†* Institute of Mathematics of National Academy of Sciences of Ukraine,
3 Tereshchenkivska Str., Kyiv-4, 01601 Ukraine
‡ Fakultät für Mathematik, Universität Wien, Oskar-Morgenstern-Platz 1, 1090 Wien, Austria
§ Mathematical Institute, Silesian University in Opava, Na Rybníčku 1, 746 01 Opava,
Czech Republic
E-mail: [email protected], [email protected], [email protected]
The well-known solution theory for (systems of) linear ordinary differential equations undergoes significant changes when introducing an additional real parameter. Properties like the existence of fundamental sets of solutions or characterizations of such sets via nonvanishing Wronskians are sensitive to the topological properties of the underlying domain of the independent variable and the parameter. We give a complete characterization of the solvability of such parameter-dependent equations and systems in terms of topological properties of the domain. In addition, we also investigate this problem in the setting of Schwartz distributions.
Keywords: parameter-dependent linear ODE, fundamental set of solutions, Wronskian, distributional solutions
MSC2010: 34A30, 35D30
1 Introduction
The solution theory of th order linear ordinary differential equations (ODEs)
[TABLE]
where is the unknown function, the independent variable varies in some interval , g^{0},\dots,g^{p},f\in{\rm C}\big{(}(a,b)\big{)} and for all , is a classical subject that is a part of most textbooks in the field (e.g., [1, 3, 15]). The set of all (classical) solutions to the homogeneous equation () forms a -dimensional vector subspace of {\rm C}^{p}\big{(}(a,b)\big{)}, while the solution space of (1) is an affine subspace obtained by translating by any particular solution of (1). Any tuple of linearly independent solutions of the homogeneous equation is called a fundamental set of solutions, and setting , , we write
[TABLE]
for the corresponding Wronskian. Solutions of the homogeneous equation form a fundamental set if and only if the Wronskian does not vanish at , and therefore it vanishes nowhere on in view of the Liouville–Ostrogradski formula,
[TABLE]
In this case, is a basis of the vector space of solutions to the homogeneous equation. See, e.g., [3, Section IV.8.iii] or [15, Section 19.II]. A particular solution to the inhomogeneous equation (1) is given by (cf. [1, Proposition (14.3)])
[TABLE]
Finally, we recall the well-known fact that any th order equation of the form (1) can be rewritten as a linear system of first-order ordinary differential equations in the normal Cauchy form, so that the solution theory of (scalar) equations of the form (1) can be reduced to that of such systems. Concretely, setting
[TABLE]
equation (1) is equivalent to the system
[TABLE]
for , where
[TABLE]
In this paper we address the question of how this solution theory changes if the coefficient functions and the right hand side in (1) are allowed to additionally depend on a real parameter . Thus we shall be investigating ODEs of the form
[TABLE]
where, analogously to the above, , , as well as systems of the form
[TABLE]
for varying in some open subset of . Here , for all , and . We are, in particular, interested in determining the influence of the topology of on the structure of the solution spaces of (6) and of (7). Basic examples show that solvability may completely break down already for very simple sets (e.g. for the punctured plane, cf. Example 4.1 below). Conversely, for nice enough domains, e.g. for rectangles, the parameter-dependent theory is practically the same as in the single-variable case. We want to find out which properties of the domain determine the solvability of linear parameter-dependent ODEs. Indeed, we will completely characterize the solvability of (6) and of (7) in terms of a topological property of , namely the so-called -simplicity of , a notion well-known from elementary integration theory (cf., e.g., [9]). In addition, we characterize the existence of fundamental sets of solutions of (6) or of fundamental matrices of (7), and the nonvanishing of the corresponding Wronskians, again in terms of the -simplicity of (or its connected components).
As (6) may also be viewed as a specific kind of linear partial differential equation, the question of existence of solutions in terms of properties of the underlying domain bears some resemblance to notions like Hörmander’s concept of -convexity [4, 6]. In particular, it is of interest to address the problems stated above also within the framework of Schwartz distributions.
In the remainder of this introduction we fix some notations and outline the content of the sections to follow. Let us briefly comment on our choice of notation and style of presentation. Our original motivation for studying parameter-dependent linear ODEs derives from our desire to develop a more rigorous theory of Darboux transformations for (1+1)-dimensional linear evolution equations than the existing ones; cf. [10, 11, 12]. This explains why we primarily focus on scalar equations and just outline the corresponding results for systems (contrary to the standard approach in the ODE literature). It also justifies the notation of variables, for the independent variable and for the parameter, as well as their order.
Notation**.**
Given a subset of the -plane, the projection to the -axis is denoted by , where is the projection , and for each the set is the projection of the section of by the line to the -axis,
[TABLE]
For a function , the expression “ on ” means that for any .
For an open set of the -plane, , and are the spaces of continuous, smooth and real analytic functions on , respectively. with denotes the subspace of functions from that admit derivatives with respect to up to order , and these derivatives are continuous on . Analogously, denotes the subspace of functions from that are real analytic with respect to and whose derivatives with respect to are continuous on . , , and denote the sets of linear differential operators in (hence of the form (6)) with coefficients from , , and , respectively, and whose leading coefficients do not vanish on the entire (open) set . , , and are, respectively, the subsets of operators from , , and whose leading coefficients are equal to one. The notation and is used for the order and the leading coefficient of the operator , respectively. If , then we view the operator as a map from to , and thus (classical) solutions of the equation : belong to .
Expressions of the form for some functions and should always be interpreted as the product of by the pullback of to with respect to the map \mathop{\rm pr}\nolimits_{t}\big{|}_{\Omega} .
As already noted above, for a function of we set , , , and . We also employ, depending upon convenience or necessity, the notation . By we denote the Wronskian of functions in the variable , i.e., .
The indices , and run from 1 to , and summation with respect to repeated indices is always understood.
The plan of the paper is as follows: In Section 2 we introduce sets simple with respect to a variable (in our case, ), and prove some basic topological properties of such sets. In Section 3 we provide an appropriate notion of fundamental sets of solutions to homogeneous linear parameter-dependent ODEs and relate it to the nonvanishing of the corresponding Wronskian. We also characterize both concepts in terms of -simplicity of (pieces of) the underlying domain . The inhomogeneous setting is studied in Section 4, where we derive necessary and sufficient conditions for solvability in terms of -simplicity and also quantify the ‘degree of non-solvability’ in case some connected component of fails to be -simple. In Section 5 we then turn to the distributional setting, singling out the relevant case of -semiregular distributions. The final Section 6 is devoted to the study of systems of parameter-dependent linear ODEs. In Appendix A we prove a structure theorem for distributions with vanishing partial derivatives on domains that are simple with respect to a variable. This is required for deriving the general form of distributional solutions to parameter-dependent (systems of) linear ODEs on such domains in Sections 5 and 6.
2 Sets simple with respect to a variable
Given a subset of the -plane, by and we denote the lower and upper bounds of in , which are functions from to defined by
[TABLE]
In view of the inequality for any and any , the functions and may attain values only from and , respectively. It is obvious that . See Figure 1 that illustrates some objects related to -simplicity.
Lemma 2.1**.**
If a subset of the -plane is open, then its projection is an open subset of and the functions and are upper and lower semi-continuous, respectively.
Proof.
Since for any ball contained in its projection to the -axis is an open interval contained in , it is obvious that is an open set. Fix an arbitrary . Then since the set is open. If , then for any with , there is a point with and thus there exists a such that the ball is contained in . Therefore, for any we have and . Analogously, if , then for an arbitrary with , again there is a point with and hence there exists a such that the ball is contained in . Hence for any we have and . In total, this means that the function is upper semi-continuous on . The lower semi-continuity of is proved in a similar way. ∎
In the above notation, we have if the set is open.
Definition 2.2**.**
We call a subset of the -plane an -simple set if the intersection of by any line is an open interval within this line or the empty set.
Equivalently, a subset of the -plane is called an -simple set if there exist a subset of the -axis and functions with for any such that
[TABLE]
Then , and . Note that this definition of -simple set is similar to but in fact different from and, in certain sense, more general than the one used in elementary calculus (cf., e.g., [9, p. 341]).
Lemma 2.3**.**
An -simple subset of the -plane is open if and only if its projection is an open subset of and its lower and upper bounds, and , are upper and lower semi-continuous functions on , respectively. Moreover, in this case there exists a smooth function such that for any .
Proof.
The necessity of the first claim follows from Lemma 2.1. Let us prove its sufficiency. Suppose that the set is open and the functions and are upper and lower semi-continuous, respectively. Fix an arbitrary . Then and thus . Hence there exists a neighborhood of in such that for all , and , i.e., the neighborhood of is contained in . Therefore, the set is open.
Supposing now that is -simple, we can cover the open set by a family of open subsets , where is some index set, such that for any there exists with for any . Let be a -partition of unity that is subordinate to , i.e., is locally finite and for any [7, Theorem A.1]. Then the function belongs to , and for any we obtain
[TABLE]
(Here non-strict inequalities are clear for any , but also for any there exists with , and for this term we have , which implies that strict inequalities hold for the entire sums.) ∎
Corollary 2.4**.**
Any -simple open connected set is simply connected.
Proof.
Suppose that the set is -simple, open and connected. In view of Lemma 2.3, there exists a smooth function whose graph is contained in . (In fact, the continuity of is sufficient for the further proof.) Fix a point and consider an arbitrary continuous path , , where is the unit circle. The path can be shrunken to the point within using the map from the unit disk to that is defined by
[TABLE]
where are the ‘polar’ coordinates on the disk, and . (Roughly speaking, we first shrink the path along the -direction to the arc of the graph of the function and then shrink this arc along itself to the point .) ∎
Note that an open simply connected set is not in general -simple. An example of such a set is \mathbb{R}^{2}\setminus\big{(}[0,+\infty)\times\{0\}\big{)}.
The following lemma introduces an essential technical tool for our further investigation: it identifies, within any non--simple set, a certain configuration that will allow us to construct differential operators on with ‘problematic’ behavior.
Lemma 2.5**.**
For any open connected non--simple subset of the -plane, there exist with , and such that, up to reflections in , the set does not intersect a closed subset of the line segment with , and contains the subset
[TABLE]
Proof.
Since the set is not -simple, there exists such that is not connected, i.e., for some with we have and ; see Figure 2. Since the set is connected, there exists a (continuous) path with and . Without loss of generality, we can assume the map injective.111Using the openness of , we can additionally assume that the image of is a polygonal line, but this is not essential for the present proof.
Let
[TABLE]
Replacing by its subpath \gamma\big{|}_{[\tau_{0},\tau_{1}]}, by , by and by the supremum of the relative complement of in the new interval , we can also assume that and are the only common points of with . We complete by to a simple closed curve, which we denote by . According to the Jordan curve theorem, this curve divides the -plane into the (bounded) interior and the (unbounded) exterior . Up to reflections in , we can assume that there exists a neighborhood of the point such that and contain only points with negative and positive values of , respectively. Set
[TABLE]
If , then we set , and \varepsilon=\frac{1}{2}\mathop{\rm dist}\big{(}\{\tilde{t}_{0}\}\times[\tilde{x}_{1},\tilde{x}_{2}],\gamma([0,1])\big{)}. (The distance is measured between disjoint compact sets and thus .)
Otherwise, the compactness of implies that there exists with . Since the set is bounded, the line intersects the curve in at least one point with -coordinate less than and in at least one point with -coordinate greater than . Therefore the values
[TABLE]
are well defined as the supremum (resp. infimum) of a nonempty set that is bounded from above (resp. below), and . The line segment does not intersect the curve and contains the point , which belongs to the interior . Therefore, this segment is contained in . The value of is defined as in the previous case.
The chosen values of , , and then satisfy the claimed properties. ∎
Definition 2.6**.**
If there exists an open interval of the -axis such that the intersection of a subset of the -plane by the strip has an -simple connected component, then we call this component an -simple piece of .
Remark 2.7**.**
Suppose that for an open set of the -plane the subset of ’s from with connected ’s is dense in . Then the set contains no -simple pieces if and only if the complement of in is also dense in .
Example 2.8**.**
The set \Omega:=\big{(}(0,1)\times(0,1)\big{)}\setminus\big{\{}(2^{-k}l,1-2^{-k}),\,l=1,\dots,2^{k}-1,\,k\in\mathbb{N}\big{\}} is open, connected, and contains no -simple pieces. See Figure 3.
Open -simple regions naturally arise in the context of fundamental sets of solutions of linear ordinary differential equations depending on a parameter. Moreover, several properties of such equations depend on whether the underlying domain of the independent variable and the parameter is -simple and how the -simplicity is combined with the connectedness, in particular, whether all the connected components of or at least some of them are -simple or whether the domain has -simple pieces. These properties include
- •
the existence of fundamental sets of solutions and of sets of solutions with nonvanishing Wronskians,
- •
the relation between these two kinds of solution sets,
- •
the existence of solutions that are not identically zero for such homogeneous equations and
- •
the general existence of solutions for such inhomogeneous equations.
See Figure 4 for some variants of combining -simplicity, connectedness and simple connectedness.
3 Fundamental sets of solutions of homogeneous linear ordinary differential equations depending on a parameter
Given a homogeneous linear th order ordinary differential equation with the independent variable and the parameter and with continuous coefficients defined on an open set of , the question is whether there exist continuous solutions222By this we mean solutions from , cf. the notations agreed upon in Section 1. of this equation with nonvanishing Wronskian on . In general, the answer is negative, as is illustrated by the following example.
Example 3.1**.**
Consider the linear homogeneous first-order ordinary differential equation
[TABLE]
For each fixed , its general solution is
[TABLE]
where is an arbitrary constant. This solution is well defined on the entire if , and should be considered separately on each -semiaxis, and , if . The functions
[TABLE]
where the parameter function (resp. ) runs through (resp. ), represent the general solutions of the equation on the domains and , respectively. The question is whether there exists a solution of that is continuous and nonvanishing on the entire . Suppose that this is the case, and that is such a solution. Define the function , . We have and
[TABLE]
Here we use the equality
[TABLE]
The right hand side function is continuous on \mathbb{R}^{2}\setminus\big{(}\{0\}\times[0,+\infty)\big{)} but cannot be continuously extended to if since for and we obtain
[TABLE]
where the sign of infinity coincides with the sign of . In other words, the equation has no (continuous) solution that is nonzero on the entire domain . Moreover, any solution of this equation on vanishes on the half-axis , and the corresponding function is as . Consider the solution
[TABLE]
Since , any solution of the equation on can be represented as , where . In this sense the function constitutes a fundamental set of solutions of this equation on .
Definition 3.2**.**
Given a linear ordinary differential equation : on an open subset of the -plane, where with and plays the role of a parameter, we say that functions , , satisfying this equation constitute
- •
a fundamental set of solutions of on if any solution of can uniquely be represented in the form for certain functions ;
- •
a locally fundamental set of solutions of on if each point of has a neighbourhood such that the restriction of any solution of to , u\big{|}_{U}, can uniquely be represented in the form u\big{|}_{U}=\zeta^{s}\,\varphi^{s}\big{|}_{U} for certain functions .
Lemma 3.3**.**
Any solutions , , of an equation with and that satisfy the condition on constitute a locally fundamental set of solutions of this equation.
Proof.
It suffices to consider a covering of by balls , , where is some index set, and . For an arbitrary solution of the equation and for each of these balls, we have the representation u\big{|}_{U_{j}}=\zeta^{js}\varphi^{s}\big{|}_{U_{j}}, where the functions \zeta^{js}\in C\big{(}(t_{j}-\varepsilon_{j},t_{j}+\varepsilon_{j})\big{)} are defined, for each , as solutions of the system , . ∎
Theorem 3.4**.**
Given an open subset of the -plane, the following are equivalent:
- (i)
Any homogeneous linear ordinary differential equation with admits a fundamental set of solutions on with Wronskian nonvanishing on the entire .
- (ii)
* is an -simple region.*
Proof.
(ii)(i): Consider an arbitrary . In view of Lemma 2.3, there exists a function with such that its graph is contained in . For each and , we consider the initial value problem for the equation on with the initial conditions , , at and then vary through . Here is the Kronecker delta. The collection of the solutions of the above problems then satisfies the required properties.
(i)(ii): Supposing that the open set is not -simple, we distinguish two cases.
First, we assume that each connected component of is an -simple set but the entire is not. This means that there are connected components and of with overlapping projections and to the -axis. Suppose that for some of some order the equation : possesses a fundamental set of solutions , …, on . In view of the previous part of the proof, this equation possesses sets of solutions with nonzero Wronskians on each connected component of and hence it does on the entire . Therefore the Wronskian of any fundamental set of solutions of does not vanish on . Using Lemma 2.3, we fix a function whose graph is contained in . There is a solution of such that on this graph and on . By assumption, for some functions . These functions vanish on since on and thus the solution vanishes on the intersection of the strip with . But this contradicts the fact that for . Therefore, for any with such an , the equation possesses no (global) fundamental set of solutions on .
Henceforth we may therefore assume that some connected component of is not an -simple region. Applying Lemma 2.5 to this component, we get that up to reflections in , the set contains, for some with , and for some closed subset of the line segment with , the subset and does not intersect . Consider any with as , where333 If as , it is necessary to carry out a reflection in permuting the points and .
[TABLE]
and and denote the leading and subleading coefficients of , respectively. An example of appropriate coefficients is given by and g^{p-1}(t,x)=-c\big{(}(x-\tilde{x}_{1})^{2}+(t-\tilde{t}_{0})^{2}\big{)}^{-1} with for , cf. Example 3.1. Then on for any solutions , …, of the equation . Indeed, it suffices to prove this claim only for the point . Supposing that it is not the case, by the Liouville–Ostrogradski formula we obtain, ,
which contradicts the continuity of at . ∎
Corollary 3.5**.**
If a connected component of an open set is not an -simple region, then for each there exists an infinite-parameter family of equations of the form with of order such that the Wronskian of any solutions of any of them vanishes on the same line segment contained in .
Proof.
We follow the proof of Theorem 3.4 and consider an operator of the form , where , g^{p-1}(t,x)=-f(t,x)\big{(}(x-\tilde{x}_{1})^{2}+(t-\tilde{t}_{0})^{2}\big{)}^{-1} for , , , are arbitrary elements of , and is an arbitrary positive function in that is separated from zero on the intersection of a neighborhood of with . The coefficients of the Taylor expansions of the functions and , , can serve as parameters of the family of equations , which obviously has the required properties. ∎
Corollary 3.6**.**
If each connected component of an open non--simple set is -simple, then any equation with admits sets of solutions with Wronskians nonvanishing on and no fundamental set of solutions on .
Corollary 3.7**.**
Given an open -simple subset of the -plane, a solution set of a th order linear ordinary differential equation : with is fundamental on if and only if the Wronskian of these solutions vanishes nowhere on .
Corollary 3.8**.**
1. If an open set has an -simple piece, then any differential equation with , possesses a solution that is not identically zero on .
2. If there are -simple pieces of with overlapping projections to the -axis, then any equation of the above form admits no fundamental set of solutions on .
Proof.
-
Fix with and let be an -simple piece of . In view of Lemma 2.3, there exists a function whose graph is contained in . For each , we consider the initial value problem for the equation : on with the initial conditions , , at and then vary through . Here , …, are bump functions (i.e., smooth functions with compact nonempty supports) on . The continuation of the solution of this problem by zero to gives a solution of on as required.
-
Suppose that there is another -simple piece of such that . We choose a value and additionally set the condition in the above construction, which results in a solution of with and \psi\big{(}t_{0},\theta(t_{0})\big{)}\neq 0. If the equation admitted a fundamental set of solutions on , where , then the restrictions of these solutions to and to would form fundamental sets of solutions of on and on , respectively. Thus, Corollary 3.7 would imply that the Wronskian of these solutions does not vanish on . Let us analyze the expansion , where . Since on , the functions would vanish on , which contradicts the condition \psi\big{(}t_{0},\theta(t_{0})\big{)}\neq 0. ∎
If an open set contains no -simple pieces, then there may exist a differential equation with , possessing only the zero solution on :
Example 3.9**.**
On the “infinitely punctured open square” presented in Example 2.8, we consider the equation , where
[TABLE]
with positive constants such that is bounded above by a (positive) constant . Note that , being a locally uniformly convergent sum of real analytic functions on . Indeed, take an arbitrary point and fix such that the ball is contained in . Then the series for is dominated on by the convergent series .
Let be a solution of this equation on . According to the proof of Theorem 3.4, the function vanishes on the set , which is dense in . Hence this function vanishes on the entire .
Moreover, the above consideration allows us to conclude by induction that for any the equation admits only the zero solution on .
Example 3.9 can be generalized to the following assertion.
Theorem 3.10**.**
If an open set contains no -simple pieces, and the subset of ’s from with connected ’s is dense in , then for each there exists an infinite-parameter family of equations of the form with of order that possess only the zero solution on .
Proof.
Given a set with the prescribed properties and , we can consider each connected component of separately, and thus we can assume that is connected. We define the set
[TABLE]
which is open and -simple with . (Moreover, it is the minimal -simple set that contains .) We fix a function with graph contained in , which exists in view of Lemma 2.3.
We choose a countable subset in that is dense in and thus in . For each , we have , where and ; see Figure 5. Since the set is open, there exists a sequence of rectangles , , where , and strictly monotonically as , and for , and that are contained in . There exists a sequence of points , , such that and hence either or for each . Indeed, if this was not the case for some , then the set would possess the -simple piece , which contradicts the assumption of the lemma. Therefore, the sequence has limit points that are less than or greater than . Define444 It suffices for each to belong to a single set, either or .
[TABLE]
endowing these sets with the natural order inherited from . Only one of them may be empty. If , then for each , we can assume without loss of generality (by selecting a subsequence) that for any . Define . As a result, we construct the countable tuple \big{(}(t_{ki},x_{ki}^{\prime}),k\in K_{+},i\in\mathbb{N}\big{)}.555In general, there may be repeated points, but this is not essential for the further construction.
In a similar way, if , then for each , we can assume without loss of generality that for any . Then set . This gives the countable tuple \big{(}(t_{ki},x_{ki}^{\prime}),\,k\in K_{-},\,i\in\mathbb{N}\big{)}. We define the function
[TABLE]
where the are positive constants666These constants can be replaced by functions from each of which is positive on , bounded above by the same constant on and separated from zero on the intersection of a neighborhood of the corresponding point with .
such that is bounded above. (These can serve as a family of infinitely many parameters, cf. the formulation of the proposition.) The function is real analytic on , which is shown similarly to Example 3.9. Let us prove that the equation possesses only the zero solution on .
Any solution of this equation vanishes on all the line segments , , , and , , . We will show this for arbitrary fixed and . (The proof for is similar.) It suffices to prove that . There exists that is greater than . Since the set is open, there exists such that both the balls B_{2\delta}\big{(}(t_{ki},b_{ki})\big{)} and B_{2\delta}\big{(}(t_{ki},b_{ki}^{\prime})\big{)} are contained in . Then also for any . Similarly to the proof of Theorem 3.4, the assumption implies that
[TABLE]
which contradicts the continuity of at the point .
As a result, we have 0=\psi\big{(}t_{ki},\theta(t_{ki})\big{)}\to\psi\big{(}t_{k},\theta(t_{k})\big{)} as , and hence \psi\big{(}t_{k},\theta(t_{k})\big{)}=0. Therefore, on the union , which is dense in . This finally implies that on .
It is easy to prove by induction using the above claim on the equation as both the base case and a base for proving the inductive step that for any the equation admits only the zero solution on . ∎
The following is an analogue of Theorem 3.10 for an arbitrary open subset of the -plane without -simple pieces only for equations with coefficients in .
Theorem 3.11**.**
An open set contains no -simple pieces if and only if for each there exists an infinite-parameter family of equations of the form with of order that possess only the zero solution on .
Proof.
We prove the sufficiency of the absence of -simple pieces for existence of equations with only the zero solution since the necessity follows from point 1 of Corollary 3.8. Thus, suppose that an open set contains no -simple pieces.
Choose a countable dense subset of . We consider nested open subsets , , of , , and points with and for . The subsets with will be defined recursively later.
For each , we implement the following procedure.
There exists such that , where . Define the functions and by and . These functions are upper and lower semi-continuous on , respectively; cf. the proof of Lemma 2.1. Indeed, fix an arbitrary . If , then for any with , the interval is contained in and thus there exists a such that and . Therefore, for any we have . Analogously, if , then for an arbitrary with , the interval is contained in and again there exists a such that and . Hence for any we have . In total, this means that the function is upper semi-continuous on . The lower semi-continuity of is proved in a similar way.
We distinguish four possible cases. For each of Cases 2–4, we assume that the conditions of the previous cases do not hold.
1. There exists a sequence contained in and strictly monotonically converging to such that and . Set and .
2. Else there exists a sequence contained in and strictly monotonically converging to such that and . Set and .
3. Else there exists a sequence contained in and strictly monotonically converging to such that for each there exists a sequence contained in and strictly monotonically converging to with and . Set .
4. Else there exists a sequence contained in and strictly monotonically converging to such that for each there exists a sequence contained in and strictly monotonically converging to with and . Set .
Let us show that one of the above cases necessarily holds. Indeed, otherwise there exists with such that the restrictions of and on the interval have none of the properties associated with these cases. Consider the intersection of with the strip and partition it into three parts,
[TABLE]
see Figure 6. In fact, . From this it is obvious that is a subset of that is -simple and connected. Since the lower and upper bounds of in , and , are upper and lower semi-continuous, respectively, then Lemma 2.3 implies that is an open set. Hence is not a connected component of ; otherwise would be an -simple piece of . This implies that and there exists a continuous path such that and . Define . Since the set is open, the point does not belong to it and thus it belongs to , say to . It is obvious that for , and . Therefore, for we have , and , which contradicts the conditions for .
Denote the set of ’s related to Cases 1 and 3 by and the set of ’s related to Cases 2 and 4 by . Thus, and . We define and
[TABLE]
i.e., the set is obtained from by excluding all lines with fixed values of that are involved in the th step. Clearly there exists a point with . Hence the above recursion procedure is well defined.
We define the function
[TABLE]
for , where are positive constants777These constants can be replaced by functions from each of which is positive on , bounded above by the same constant on and separated from zero on the intersection of by a neighborhood of the corresponding point, if or if .
such that is bounded above by a (positive) constant , and the functions satisfy the properties
[TABLE]
(Again, these can serve as a family of infinitely many parameters, cf. the formulation of the theorem.) The function belongs to the space ,888For each fixed , we can obtain times continuous differentiability of with respect to by setting more restrictive conditions on the parameters . More precisely, denote by the subspace of functions in that are continuously differentiable with respect to times, with each of these derivatives belonging to . Then the above function belongs to if additionally for all and all .
being a locally uniformly convergent sum of functions in . Indeed, take an arbitrary point and fix such that the ball is contained in . Then the series for is dominated on by the convergent series .
Let us prove that the equation possesses only the zero solution on . Any solution of this equation vanishes on all the line segments , , , and hence on all the line segments , . We will show this for arbitrary fixed and . (The proof for is similar.) Since the union of the line segments , , is dense in , this will imply that the function vanishes identically on .
We fix a and a . Selecting a subsequence if necessary, we can assume without loss of generality that the sequence converges to . Since the function is upper semi-continuous on and as , there exists such that for any . Since and as , there exists such that for any . Further we consider only values of greater than . We have for any and any and thus
[TABLE]
where . Consequently, the assumption implies that
[TABLE]
which contradicts the continuity of at the point . Therefore, the function vanishes at and thus it vanishes on the entire line segment .
Similarly to the proof of Theorem 3.10, we use the above claim on the equation as both the base case and a base for proving the inductive step and derive that for any the equation admits only the zero solution on . ∎
4 Existence of solutions of inhomogeneous linear
ordinary differential equations with parameter
As illustrated by the following example, an inhomogeneous linear th order ordinary differential equation with independent variable and parameter and with real analytic coefficients and right hand side defined on an open set of may possess no continuous solutions on at all.
Example 4.1**.**
Similarly to Example 3.1, consider the elementary linear inhomogeneous first-order ordinary differential equation
[TABLE]
which corresponds to the operator . For each fixed , its general solution is
[TABLE]
where is an arbitrary constant. This solution is well defined on the entire if , and should be separately considered on each -semiaxis, and , if . The functions
[TABLE]
where the parameter function (resp. ) runs through (resp. ), represent the general solutions of the equation on the domains and , respectively. The question is whether there exists a solution of that is continuous on the entire . Suppose that this is the case, and that is such a solution. Define the function , . We have and
[TABLE]
where we use the equality (10). Here the right hand side is continuous on \mathbb{R}^{2}\setminus\big{(}\{0\}\times[0,+\infty)\big{)} but cannot be continuously extended to since for and we obtain
[TABLE]
In other words, the equation has no (continuous) solution on the entire domain .
Example 4.2**.**
Generalizing Example 4.1, consider the family of elementary linear inhomogeneous first-order ordinary differential equations
[TABLE]
with the operator , where the parameter function runs through the subset of functions from whose values at certain upper or lower half-neighborhoods of are separated from zero, i.e., for each element of there exist such that, up to reflections in and function values, for . Supposing that the equation admits a solution , we obtain
[TABLE]
which contradicts the continuity of at . In other words, for any the equation has no (continuous) solution on the entire domain . Since the set clearly contains infinitely many linearly independent functions, the quotient space is infinite dimensional. Additionally assuming or , we also conclude that the quotient spaces and are infinite dimensional.
Theorem 4.3**.**
Given an open subset of the -plane, every inhomogeneous linear ordinary differential equation with and admits solutions on the entire if and only if each connected component of is an -simple set.
Proof.
Without loss of generality, we may assume that the set itself is connected.
Suppose that the set is -simple. In view of Lemma 2.3, there exists a function with such that its graph is contained in . Consider an arbitrary with . Theorem 3.4 implies that the equation admits a fundamental set of solutions on with Wronskian nonvanishing on the entire , . Using the Lagrange method of variation of constants, for any the general solution of the equation can be represented in the form . Here the tuple runs through and is a particular solution of this equation that is defined by (cf. (3))
[TABLE]
with
[TABLE]
For proving it suffices to switch from the equation (6) to the equivalent linear system of first-order ordinary differential equations in the normal form (7) with and defined by (5). In other words, the equation possesses a family of solutions that are continuous on the entire and parameterized by arbitrary continuous functions of .
Conversely, let be an open set that is not -simple. In view of Lemma 2.5, there exist with and such that up to reflections in , the set contains a subset of the form , where is a closed subset of that is disjoint from and contains the points and . The equation u_{x}=\big{(}(x-\tilde{x}_{1})^{2}+(t-\tilde{t}_{0})^{2}\big{)}^{-1} has no (continuous) solution on the entire domain ; cf. Example 4.2. ∎
If a connected component of an open set is not -simple, then in fact we can show much more than just the existence of an inhomogeneous linear ordinary differential equation with and that possesses no continuous solutions on the entire .
Theorem 4.4**.**
If a connected component of an open set of is not -simple, then for each the quotient space is infinite dimensional.
Proof.
We again apply Lemma 2.5 to obtain the existence, up to reflections in , of a subset of the “rectangular” shape in . Below we continue to use the notation of this lemma. There exist , , with for any such that
[TABLE]
is a subset of ; see Figure 7. By construction, the set is -simple and open. In the capacity of a smooth function related to according to Lemma 2.3, we can choose the constant function , .
For an arbitrary operator , we consider the corresponding inhomogeneous linear differential equations, : with . We will prove that there exist an infinite number of linearly independent continuous right hand sides such that for any solution of on we have a sequence \big{(}(t^{*}_{k},x^{*}_{k}),k\in\mathbb{N}\big{)} of points in with , and as . (We will choose .) This means that such solutions cannot be extended to (continuous) solutions of on the entire . In other words, this implies that the equation admits no continuous solutions on .
We elucidate the basic ideas of the proof by first treating the particular case of first-order differential operators. Thus, we consider an arbitrary operator of the form with and on . The function defined by
[TABLE]
constitutes a fundamental set of solutions of the equation on and satisfies the initial condition at for . Note that this solution is positive on , and this specific feature of first-order operators from has no counterpart in higher orders. We set and , . For each , there exist and with such that for . We take a continuous function of and a continuous function of , respectively, satisfying the properties
[TABLE]
and construct the function f:=\left(\sum_{k=1}^{\infty}f^{k}\chi^{k}\right)\big{|}_{\Omega}, which is continuous on . Any solution of on can be represented in the form
[TABLE]
Since , it is bounded on the line segment , i.e., there exists a constant such that for any . Estimating the value of at for , we obtain
[TABLE]
which completes the proof for . Here for any .
Now we consider the general case of . Following the proof of Theorem 3.4 we choose the fundamental set of solutions of the homogeneous equation on that satisfy the initial conditions , , at with varying through . Recall that denotes the Kronecker delta. The Wronskian does not vanish on , and thus it does not vanish at the points , , where again and , .
We fix and set \varphi^{k1s}:=\varphi^{s}(t^{*}_{k},\cdot)\in{\rm C}^{p}\big{(}(\tilde{x}_{1}-\varepsilon-\delta_{1},\tilde{x}_{2}+\varepsilon+\delta_{1})\big{)}, . Now choose such that . This absolute value is greater than zero since . Set
[TABLE]
For the transition matrix from to , its determinant equals one, the absolute value of each of its entries is not greater than one, and its inverse has the same properties. Therefore, the Wronskian of coincides with . Then we recursively iterate the above procedure, repeating it for ascending orders of derivatives. More specifically, on the th step, where , we choose such that
[TABLE]
Recall that a subscript of a function denotes the corresponding number of differentiations with respect to , . The above maximal absolute value is greater than zero since the Wronskian of coincides with and hence it does not vanish at . We define
[TABLE]
For the transition matrix from to , again its determinant equals one, the absolute value of each of its entries is not greater than one, and its inverse has the same properties.
The above procedure results in the functions \varphi^{kps}\in{\rm C}^{p}\big{(}(\tilde{x}_{1}-\varepsilon-\delta_{1},\tilde{x}_{2}+\varepsilon+\delta_{1})\big{)}, , with Wronskian coinciding with . Since the Wronskian does not vanish on , there exists such that . We also have , . Consequently, the th order sub-Wronskians satisfy the conditions , , and , and hence there exist and with such that
[TABLE]
for any . We pick a continuous function of and a continuous function of , respectively, satisfying the properties
[TABLE]
and construct the function f:=\left(\sum_{k=1}^{\infty}f^{k}\chi^{k}\right)\big{|}_{\Omega}. Any solution of on can be represented at in the form
[TABLE]
Here the matrix is the inverse of the Wronsky matrix at , which coincides with the transition matrix from to in view of . Hence the set of the matrices with running through is bounded. Since , the function and each of its derivatives with respect to are bounded on the line segment . As a result, there exists a constant such that for any and for any .
Minorizing the value of at for , we use the above representation for , compute a lower bound of the absolute value of the summand
[TABLE]
and subtract upper bounds of the absolute values of the other summand from this lower bound. We arrive at
[TABLE]
if . Therefore, as . There is a convergent subsequence of the sequence , and the limit of this subsequence belongs to the interval , which contradicts the fact that the function is continuous on . ∎
An inspection of the above proof also shows the following:
Corollary 4.5**.**
If a connected component of an open set of is not -simple, then for each the quotient space is infinite dimensional.
5 Distributional solutions of linear ordinary
differential equations with parameter
In contrast to usual ordinary differential operators, an operator from , where is an -simple open subset of , is never hypoelliptic. At the same time, for any we can represent the general distributional solution of the equation on in terms of a fundamental set of smooth solutions of this equation.
Proposition 5.1**.**
Given an -simple open subset of , an arbitrary of order and an arbitrary , the general solution of the equation in can be represented in the form u=T_{\psi}+\varphi^{s}\cdot(\zeta^{s}\otimes T_{\mathbf{1}_{\mathbb{R}}})\big{|}_{\Omega}, where and are the regular distributions associated with a particular solution of this equation and with the indicator function of , respectively, is a fundamental set of smooth solutions of this equation on and each runs through .
The proof of this proposition follows from Proposition 6.13 below, using the equivalence of (6) and (7) via (5). Proposition 5.1 can be generalized to right hand sides of lower regularity. Thus, for or it suffices to replace the condition by the condition or by , respectively. For we should substitute the condition , which leads to a result in the spirit of [5, Theorem 4.4.8]. Here is the space of distributions on that are -semiregular in . We call an element of -semiregular in if for any open rectangle we have that restricted to is in , cf. [8, 13]. The space is defined analogously.
Example 5.2**.**
Although the equation from Example 3.9 has no nonzero smooth solutions on , it admits nonzero distributional solutions on this set, for example , where is the Dirac delta function at , and is the regular distribution associated with the smooth function \eta\in{\rm C}^{\infty}\big{(}(0,1)\big{)} defined by \eta(x):=\exp\big{(}\int_{1/4}^{x}H(t_{0},x^{\prime})\,{\rm d}x^{\prime}\big{)}, . It is obvious that the Dirac delta function can be replaced by an arbitrary linear combination of its derivatives. The equation constructed in the proof of Theorem 3.10 also possesses similar nonzero distributional solutions.
As the previous example suggests, is not necessarily the best choice for seeking solutions of equations of the form with and since for this space one can in fact solve such equations on each slice , separately, and slice solutions do not affect each other. It is more natural to look for solutions in the space of distributions on that are -semiregular in . Modifying the definition of the semiregularity in by permuting and , we call an element of -semiregular in if for any open rectangle we have that restricted to is in . Analogously, we can also define distributions on that are -semiregular in with or -semiregular in .
Proposition 5.3**.**
Given an -simple open subset of , an arbitrary and an arbitrary (resp. ), any solution of the equation in (resp. ) is a regular distribution associated with a classical (resp. smooth) solution of this equation.
Again, it is better to carry out the proof for the linear system of first-order ordinary differential equations that is equivalent to the equation via (5), see Proposition 6.14 below.
6 Parameter-dependent linear systems
of ordinary differential equations
The results of the previous sections on single parameter-dependent linear ordinary differential equations can easily be extended to parameter-dependent linear systems of ordinary differential equations in the canonical form. Any such system is equivalent to a linear system of first-order ordinary differential equations in the normal Cauchy form (cf. Section 1). It is then evident that the results of Sections 3, 4 and 5 have direct analogues for the system case. Except for the case of distributional solutions we shall therefore omit the proofs and confine ourselves to stating the results below.
Let denote the set of matrices with real coefficients. Consider a system of linear ordinary differential equations : on an open subset of the -plane, where , is the unknown vector function of , is the independent variable and plays the role of a parameter. This system can be interpreted as a vector differential equation. Its matrix counterpart, with , is denoted by . We assume that (classical) solutions of the system and the matrix equation belong to and , respectively.
Definition 6.1**.**
We say that a matrix-valued function satisfying the equation , , is
- •
a fundamental matrix of on if any solution of can uniquely be represented in the form for some function ;
- •
a locally fundamental matrix of on if each point of has a neighbourhood such that the restriction of any solution of to , v\big{|}_{U}, can uniquely be represented in the form v\big{|}_{U}=\Phi\big{|}_{U}\zeta for some function .
Lemma 6.2**.**
Any solution of the matrix equation with determinant nonvanishing on is a locally fundamental matrix of the system .
Theorem 6.3**.**
Given an open subset of the -plane, the following are equivalent:
- (i)
Any homogeneous linear system of first-order ordinary differential equations with , where plays the role of a parameter, admits a fundamental matrix on with determinant nonvanishing on the entire .
- (ii)
* is an -simple region.*
Corollary 6.4**.**
If a connected component of an open set of is not an -simple region, then for each there exists an infinite-parameter family of matrix equations of the form with such that the determinant of any solution of each of them vanishes on the same line segment contained in .
Corollary 6.5**.**
If each connected component of an open non--simple set is -simple, then any -vector equation of the form with admits no fundamental matrix on although the associated matrix equation has solutions with determinants nonvanishing on .
Corollary 6.6**.**
Given an open -simple subset of the -plane, a solution of a matrix equations of the form with is a fundamental matrix on for the associated vector equation if and only if the determinant of does not vanish on .
Corollary 6.7**.**
1. If an open set has an -simple piece, then any system of differential equations with , possesses a solution that is not identically zero on .
2. If there are -simple pieces of with overlapping projections to the -axis, then any system of the above form admits no fundamental matrix on .
Proposition 6.8**.**
If an open set contains no -simple pieces, and the subset of ’s from with connected ’s is dense in , then for each there exists an infinite-parameter family of -vector equations of the form with that possess only the zero solution on .
Theorem 6.9**.**
An open set contains no -simple pieces if and only if for each there exists an infinite-parameter family of -vector equations of the form with that possess only the zero solution on .
Theorem 6.10**.**
Given an open subset of the -plane, every inhomogeneous linear system of first-order ordinary differential equations with and , where plays the role of a parameter, admits continuous solutions on the entire if and only if each connected component of is an -simple set.
Theorem 6.11**.**
If a connected component of an open set of is not -simple, then for each the quotient space is infinite dimensional.
Corollary 6.12**.**
If a connected component of an open set of is not -simple, then for each the quotient space is infinite dimensional.
Finally, we turn to the case of distributional solutions of parameter-dependent systems:
Proposition 6.13**.**
Given an -simple open subset of , an arbitrary and an arbitrary , the general solution of the system in can be represented in the form v=T_{\psi}+\Phi\cdot(\zeta\otimes T_{\mathbf{1}_{\mathbb{R}}})\big{|}_{\Omega}, where the tensor product is understood componentwise, and are the regular distributions associated with a particular solution of this system and with the indicator function of , respectively, is a smooth fundamental matrix of this system on , and runs through .
Proof.
We fix a particular solution of the system and a smooth fundamental matrix of this system on (cf. Theorem 6.3). If a distribution satisfies the system , then the distribution satisfies the system . By Theorem A.2, the general distributional solution of the latter system is \tilde{v}=(\zeta\otimes T_{\mathbf{1}_{\mathbb{R}}})\big{|}_{\Omega}, where runs through . ∎
Similarly to Proposition 5.1, Proposition 6.13 can be extended to right hand sides of lower regularity. Thus, for or it suffices to replace the condition by the condition or by , respectively.
Proposition 6.14**.**
Given an -simple open subset of , an arbitrary and an arbitrary (resp. ), any solution of the system in (resp. ) is a regular distribution associated with a classical (resp. smooth) solution of this system.
Proof.
In the notation of the proof of Proposition 6.13, if is -semiregular in (resp. -semiregular in ), then is of the same semiregularity in and hence the corresponding tuple belongs to (resp. ). ∎
Appendix A Distributions with vanishing partial derivatives
In this appendix we collect some results required in Sections 5 and 6 for deriving the general form of distributional solutions to linear (systems of) ODEs.
For a distribution it is well known (cf. [14, Chapitre IV, § 5], [2, Theorem 4.3.4]) that if and only if is of the form for some . For with an arbitrary open subset of such a result cannot be expected. Nevertheless, we shall show that if is -simple, then a suitable generalization does indeed hold.
We first note that [2, Theorem 4.3.4] remains true for more general products, and we include a proof for the sake of completeness:
Theorem A.1**.**
Let be open, , , (setting in case ), and let . Then
[TABLE]
Proof.
: .
: Pick some with and define by
[TABLE]
Then and for any we have
[TABLE]
Hence , where . Now for any we have , so that defines an element of and satisfies . Consequently,
[TABLE]
which completes the proof. ∎
In analogy to Definition 2.2 we say that an open subset of (where the subscripts refer to the names of the corresponding variables) is -simple if, for all , the intersection is connected or is the empty set. Using this terminology, we have:
Theorem A.2**.**
Let be open and -simple (), and let . Then
[TABLE]
(Here denotes the projection into .)
Proof.
Only the direction requires a proof. Thus let be an open cover of with open in and open intervals in . Then \partial_{y}(u\big{|}_{X_{i}\times Y_{i}})=0 for all , and so by Theorem A.1 there exist such that u\big{|}_{X_{i}\times Y_{i}}=v^{i}\otimes T_{\mathbf{1}_{Y_{i}}}.
We now show that forms a coherent family of distributions associated to the covering of . To see this, suppose that . We have to show that then v^{i}\big{|}_{X_{i}\cap X_{j}}=v^{j}\big{|}_{X_{i}\cap X_{j}}. We distinguish two cases:
First, if , then , and therefore
[TABLE]
so that indeed v^{i}\big{|}_{X_{i}\cap X_{j}}=v^{j}\big{|}_{X_{i}\cap X_{j}}.
Second, suppose that and fix arbitrary and , , assuming without loss of generality that . Since is -simple, we may pick a finite subset of such that is a minimal covering of . Let , , , and assume without loss of generality that . Then is an open neighborhood of , and by the previous case we have
[TABLE]
which allows us to conclude that v^{i}\big{|}_{X_{i}\cap X_{j}}=v^{j}\big{|}_{X_{i}\cap X_{j}} also in this case.
By the sheaf property of distributions [14, Chapitre I, § 3, Théorème IV], it follows that there exists a unique such that v\big{|}_{X_{i}}=v^{i} for all . Thus
[TABLE]
Again by the sheaf property of distributions, u=(v\otimes T_{\mathbf{1}_{\mathbb{R}_{y}}})\big{|}_{\Omega}. ∎
Remark A.3**.**
The condition on the simplicity of the domain with respect to the variable involved in the distributional derivative is essential in Theorem A.2. Indeed, given a nonempty open set () that is not -simple, we may take some such that the intersection is non-empty and not connected. For such that and are connected components of and for any different and nonzero , consider the distribution
[TABLE]
Then is not of the form given in Theorem A.2 although .
Acknowledgements
The authors thank Michael Grosser and Galyna Popovych for helpful discussions and interesting comments. The research of ROP was supported by the Austrian Science Fund (FWF), projects P25064 and P30233. ROP is also grateful to the project No. CZ. “Support of International Mobility of Researchers at SU” which supports international cooperation.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] Amann H., Ordinary differential equations , De Gruyter Studies in Mathematics, 13, Walter de Gruyter & Co., Berlin, 1990.
- 2[2] Friedlander F.G., Introduction to the theory of distributions , Second edition. With additional material by M. Joshi, Cambridge University Press, Cambridge, 1998.
- 3[3] Hartman P., Ordinary differential equations , Corrected reprint of the second (1982) edition [Birkhäuser, Boston, MA], Classics in Applied Mathematics, 38, Society for Industrial and Applied Mathematics (SIAM), Philadelphia, PA, 2002.
- 4[4] Hörmander L., Linear partial differential operators , Springer-Verlag, Berlin–New York, 1976.
- 5[5] Hörmander L., The analysis of linear partial differential operators. I. Distribution theory and Fourier analysis , Grundlehren der Mathematischen Wissenschaften, vol. 256, Springer-Verlag, Berlin, 1983.
- 6[6] Hörmander L., The analysis of linear partial differential operators. I. Distribution theory and Fourier analysis , Grundlehren der Mathematischen Wissenschaften, vol. 257, Springer-Verlag, Berlin, 1983.
- 7[7] Madsen I. and Tornehave J., From calculus to cohomology. de Rham cohomology and characteristic classes , Cambridge University Press, Cambridge, 1997.
- 8[8] Malgrange B. and Garding L., Opérateurs différentiels partiellement hypoelliptiques et partiellement elliptiques, Math. Scand. 9 (1961), 5–21. (French)
