Bounded Palais-Smale sequences with Morse type information for some constrained functionals
Abstract
In this paper, we study, for functionals having a minimax geometry on a constraint, the existence of bounded Palais-Smale sequences carrying Morse index type information.
Keywords: Critical point theory; Palais-Smale sequences; Morse type information; Variational methods.
Mathematics Subject Classification: 35J60, 47J30
Acknowledgements:
J. Borthwick gratefully acknowledges that part of this work was supported by the French “Investissements d’Avenir” program, project ISITE-BFC (contract ANR- 15-IDEX-0003).
X. J. Chang is partially supported by NSFC (11971095).
Part of this work has been carried out in the framework of the Project NQR (ANR-23-CE40-0005-01), funded by the French National Research Agency (ANR). L. Jeanjean thank the ANR for its support.
N. Soave is partially supported by the PRIN 2022 project 2022R537CS
- Nodal Optimization, NOnlinear
elliptic equations, NOnlocal geometric problems, with a focus on regularity (European Union - Next Generation EU), and by the INdAM - GNAMPA
group.
1 Introduction and main results
In recent years, the search of critical points for constrained functionals having a minimax geometry restricted to a constraint, typically a mountain pass geometry, has been an active direction of research. A core motivation for this is the search for solutions having a prescribed -norm to some stationary nonlinear Schrödinger equations whose nonlinearity is so-called mass supercritical. As a simple model one may consider
(1.1) |
where is a given potential and is modeled on where with and if . A critical point of the associated Energy functional
restricted to the constraint
for some is a solution to Equation (1.1) with norm ; the arising then as a Lagrange parameter. Assuming, for simplicity, that and since , the functional is unbounded from below on , for any but it enjoys a mountain-pass geometry. Namely, there exist such that, setting
we have
(1.2) |
It is a direct consequence of Ekeland’s variational principle that a functional with a mountain pass geometry admits Palais-Smale sequences at the mountain pass level . If one can prove that one of these sequences converges then one obtains a critical point at the mountain pass level. However, for constrained functionals, proving the boundedness of such sequences is already a major difficulty. Furthermore, boundedness is of course not sufficient to obtain convergence, and one must also overcome other delicate steps. In particular, using the terminology introduced by P.L. Lions [19, 20], one must show that such sequences are not vanishing.
Starting with [16], several approaches have been developed to overcome these issues but ultimately they all seem to rely on the fact that critical points satisfy a natural constraint on which the functional can be shown to be coercive and for which, additionally, sequences close to the constraint do not vanish, see for example [7, 8]. In practice, this constraint is often provided by a Pohozaev type identity, or some connected identity, see for example [7, 8, 11, 24, 29] in that direction. Nevertheless, to prove useful, this Pohozaev type constraint must have a simple expression which, in most cases, requires that the underlying functional enjoys some scaling properties. Typically when dealing with problems of the type given by Equation (1.1), these equations must be autonomous or some smallness assumptions on the potential or its derivatives, which somehow guarantee that the problem keeps some key features of the autonomous case, must be assumed. As a consequence, general non-autonomous equations and, more generally, problems where scaling is not possible – such as -prescribed solutions for mass supercritical equations of type (1.1) set on bounded domains or on graphs – remain essentially unexplored. See nevertheless [2, 6, 25, 26] for interesting contributions in that direction.
A central aim of our paper is to present a general abstract tool, Theorem 1.5, to deal with cases where a Pohozaev type identity either does not exist or does not provide useful information. Roughly speaking, we shall show that one can expect generically, for a functional with a mountain-pass geometry on a constraint, to find a bounded Palais-Smale sequence which carries Morse type information. Along with that of boundedness, this second-order information will be key in the proof that the sequence converges. In fact, our Theorem 1.5 has already proved decisive in the papers [12, 13] in which we study mass prescribed solutions for a mass-superlinear problem set on a graph. The fact that the underlying equation is set on a graph prevents the existence of a useful Pohozaev identity. Actually, Theorem 1.5 will be derived as a corollary of a more general result, Theorem 1.10, in which more general minimax geometries than the mountain pass one can be handled.
Setting and statement of Theorem 1.5 and Theorem 1.10
We now introduce the setting in which our main results will be stated. This setting is borrowed from [10, Section 8].
Let and be two infinite-dimensional Hilbert spaces and assume that:
with continuous555In the applications, these injections will also be dense but we have not used this property. injections. For simplicity, we assume that the continuous injection has norm at most and identify with its image in . We also introduce:
Define for :
(1.3) |
Note that is a submanifold of of codimension and that its tangent space at a given point can be considered as the closed codimension subspace of given by:
In order to state Theorem 1.5 we need some definitions. We denote by and , respectively, the operator norm of and of .
Definition 1.1.
Let be a -functional on and ; we shall say that and are:
-
HOL 1
: (globally) -Hölder continuous if there is such that for any ,
-
HOL 2
: -Hölder continuous on bounded sets if for any one can find such that for any :
(1.4) -
HOL 3
: locally -Hölder continuous if for any one can find an open neighbourhood of such that the restriction of to , , satisfies HOL 1.
Definition 1.3.
Let be a -functional on , for any define the continuous bilinear map:
Definition 1.4.
Let be a -functional on , for any and , we define the approximate Morse index by
Our first main result is the following.
Theorem 1.5.
Let be an interval and consider a family of functionals of the form
where for every , and
either or as and . | (1.5) |
Suppose moreover that and are -Hölder continuous on bounded sets in the sense of Definition 1.1 (HOL 2) for some . Finally, suppose that there exist (independent of ) such that, setting
we have
(1.6) |
Then, for almost every , there exist sequences and such that, as ,
-
(i)
;
-
(ii)
;
-
(iii)
is bounded in ;
-
(iv)
.
Remark 1.6.
For any we denote by: the differential at of the restriction of to , it is therefore a linear map: . The notation , introduced before Definition 1.1, and used in Theorem 1.5 (ii), is understood to refer to the dual norm induced by the norm of which is inherited from . It is known from [10, Lemma 3] that, if a sequence is bounded, then the following are equivalent:
-
•
as .
-
•
in , as .
Thus, in particular, Theorem 1.5 (ii) implies that
(1.7) |
Remark 1.7.
It follows immediately from Theorem 1.5 (iv) that if there exists a subspace such that
then necessarily .
Remark 1.8.
Typically, Theorem 1.5 will be used with a space which consists of functions defined on , some subset of , or graphs as in
[12, 13]. For instance, to deal with Equation (1.1) we shall set and .
In such situations, denoting by the modulus of a function , we shall see that it is possible to choose with the property that on
if all of the following are satisfied: , , the map is continuous, and .
Actually, Theorem 1.5 will be a consequence of a more general result, Theorem 1.10 below. To state it we need the following definition.
Definition 1.9.
A family of subsets of is said to be homotopic of dimension at most with boundary if there exist a compact subset of , containing a closed subset and a continuous function from onto such that
Theorem 1.10.
Let be an interval and consider a family of functionals of the form
where for every , and
either or as and . | (1.8) |
Suppose moreover that and are -Hölder continuous on bounded sets in the sense of Definition 1.1 (HOL 2) for some .
Let be a homotopic family of of dimension at most with boundary (independent of ) such that
(1.9) |
Then, for almost every , there exist sequences and such that, as ,
-
(i)
;
-
(ii)
;
-
(iii)
is bounded in ;
-
(iv)
.
Remark 1.11.
Theorem 1.10 covers the cases where the family of functionals has a uniform mountain-pass, respectively a uniform linking, geometry. Indeed,
- 1.
-
2.
Assume that
-
(i)
is a closed subset of .
-
(ii)
is such that , where is continuous and is a regular compact set with non-empty interior.
-
(iii)
denoting by - the boundary of in - we have that and link, namely and for all with on , we have .
-
(iv)
Then setting
we have that is a homotopic family of of dimension at most with boundary such that (1.9) holds.
-
(i)
In fact, the case of a saddle point geometry, see [28] for a definition, can also be covered by Theorem 1.10.
Under the assumptions of Theorem 1.10, one can readily observe that the function is non-increasing. Therefore, its derivative is well defined for almost every . Then, using a tool first introduced by Struwe in [30], and following the approach of it developed in [17], we shall show that the existence of ensures, for such a value of , the existence of a sequence of minimising paths in whose tops lie in a given ball. This key observation could lead rather directly to the existence of a bounded Palais-Smale sequence at the level , but we additionally aim to prove that some of these sequences possess approximate Morse index properties.
The first author to emphasise the importance of second order conditions, such as () in Theorem 1.10, in compactness problems was P.-L. Lions [21], see also [3, 4]. The main idea in these papers was to use Morse type information on exact critical points. A major contribution in dealing instead with almost critical points, as is the case for a Palais-Smale sequence, is due to Fang and Ghoussoub, see [14, Theorem 1]. Therein, they proved (along with other valuable properties) that an unconstrained functional having a mountain-pass geometry possesses, at the mountain-pass level, a Palais-Smale sequence whose elements have approximately Morse index 1.
Unfortunately, [14, Theorem 1] requires that the first and second derivatives of the functional satisfy the Hölder continuity assumption HOL 1 in a neighbourhood of the level set corresponding to the mountain pass value. Actually, inspecting the proof of [14, Theorem 1], one observes that this condition only needs to be required around some dual set. However, without precise information on the functional, one has to check the full global condition HOL 1 which has limited the possibility to use directly [14, Theorem 1]. The ideas of [14] nevertheless played a crucial role in the works [9] and [22] in which, combining the ideas of [14, 17], the authors managed to derive unconstrained versions of our Theorem 1.10, under the weaker assumption HOL 2.
In fact, in [15], [14, Theorem 1] was extended, directly under the assumption that the Hölder condition HOL 1 holds, to a much larger setting. In particular, in [15] one can handle general min-max structures, as introduced in Theorem 1.10 instead of just a mountain pass one. Moreover, it is stated in [15] that the result of [14] holds for functionals defined on a complete - Riemannian manifold modeled on a Hilbert space , see [15, Theorem 1.7 and Theorem 3.1] for the precise statements. However, the proof of these two theorems is only carried out for an (unconstrained) functional defined on a Hilbert space. In [15, page 1609], the authors indicate that the general case follows by a direct adaptation of the proof given in the Hilbert case.
Whilst we agree that the arguments used to prove the various lemmata ([15, Lemma 3.(3-7)]) that build up to the proof of the main result [15, Theorem 3.1] are local in nature and can be made sense of in a local chart, one cannot substitute the local Hölder assumption HOL 3 – which one could expect to extend in a standard fashion to manifolds – for HOL 1 directly in the statement of [15, Theorem 3.1]. More specifically, inspecting the proof of [15, Theorem 3.1], one can observe that although the inequalities need only be satisfied locally on a small ball around a point , one must be able to choose the size of the ball and the constant in HOL 1 uniformly, i.e. independently of the point . The condition therefore requires at least a uniform structure, like that provided by a distance, to speak uniformly of the size of neighbourhoods. However, to our knowledge, there is no consensus on how to formulate a meaningful coordinate-invariant version of HOL 1, and the authors do not define it in the statement of their theorem.
A further shortcoming of the proposed extension of [15, Theorem 1.7, Theorem 3.1] to Riemannian manifolds that provides additional motivation for our investigation is the definition of the approximate Morse index given in [15, p.1599]. Their definition uses chart dependent quantities and eliminates this dependence by taking the inf-sup over all charts. In addition to not exploiting in any way the assumed Riemannian structure, as stated, it appears unclear that such a quantity is accessible enough in any applications to be useful.
The underlying reason for such a definition is the fact that on a general manifold (without additional structure) there is no coordinate invariant analogue of the Hessian of a scalar function at arbitrary (non-critical) points. However, in the presence of a Riemannian structure, one can define a covariant Hessian, simply as the covariant derivative of the form with respect to the Levi-Civita connection of the Riemannan structure. More generally, a covariant Hessian can be defined whenever the manifold is equipped with a spray. We propose a new definition (see Definition 1.4) of the approximate Morse index, based instead on this geometric structure. It is important to remark that the notion of Hessian is most useful when measuring the second order variation of along distinguished curves, the geodesics of the spray.
Strategy of the proof of Theorem 1.10: the use of two different sprays
It follows from the above discussion that more work is required in order to generalise [15, Theorem 3.1] in a useful way to general Riemannian manifolds, if this is indeed possible at all. Our aim in the present paper is to make a first, limited, step in that direction, by developing an approach to the ideas in [15] based on the notions of spray and geodesics. However, for reasons we shall explain below, we shall do this in the restricted setting introduced by Berestycki and Lions [10, Section 8] where we study a functional on the constraint given by the submanifold (see (1.3)). This already provides an interesting framework that allows to handle several applications. Working in the presence of an ambient space also has the advantage of providing a univocal and convenient notion of Hölder continuity through the natural induced distance on .
The geometric structure at the heart of our considerations is that of a spray. This general notion provides us with three important tools to explore the submanifold ; a distinguished set of curves on – its geodesics –, a natural way to parallel transport vectors, and finally, a spray associates to any functional a natural second-order differential quantity we denote by , which is the covariant derivative of the one-form restricted to . Just as the possibility to use information on the second-order derivative to perform deformations that decrease the value of the functional is key to the proof of [15, Theorem 1.7 and Theorem 3.1], we will do this with information on . This is accomplished in Lemma 2.18, however it is more involved than the analogous statement in [15], as we are naturally confronted with the effects of curvature, for example, in the form of holonomy.
Although the general philosophy of our method is, in principle, applicable to more general submanifolds than those we consider, it still has the disadvantage of requiring rather detailed knowledge about the geodesics; curves that are defined by a non-linear second-order ordinary differential equation. More precisely, in view of our result, the essential object we need to be able to understand in a quantitative way is the exponential map “” of the spray. In general, it is only defined, but nevertheless well understood, locally. In particular, enables the construction of small convex neighbourhoods [18, Theorem 5.7, Chapter VIII §5] around each point and the “size” of the neighbourhood on which it is defined is related to the existence time of solutions. However, as we have mentioned, the nature of our result requires a certain uniformity (on a bounded set) that is slightly beyond these local considerations.
A novel point that arises in our setting, illustrating a certain flexibility in our approach, is that we will work with two distinct, but nevertheless closely related, sprays. The first is chosen so that we have a nice manageable second-order quantity from which it is effectively possible to extract interesting information, and the second being induced from the structure of , we will develop this point further in Section 2.1.
In the last part of the paper we present, in Theorem 1.12, a version of Theorem 1.10 in which it is assumed that the family consists of symmetric functionals. Namely: for any . Theorem 1.12 can be obtained as a direct consequence of Theorem 4.2 which extends our key technical result, Theorem 2.1, stated in the next section. In Theorem 4.2, with the goal of deriving multiplicity results in the spirit of the symmetric mountain-pass theorem or of the fountain theorem, we consider homotopic families which exhibit this symmetry. The main additional difficulty is that we need to make deformations that preserve the symmetry of the homotopic family.
Theorem 1.12.
Let be an interval and consider a family of functionals of the form
where for all and
either or as and . |
Suppose that is even for every , and moreover that and are -Hölder on bounded sets in the sense of Definition 1.1 (HOL 2) for some . Finally, suppose that there exists a , , given odd functions where , such that the set
(1.10) |
is non-empty and that
(1.11) |
Then, for almost every , there exist sequences and such that, as ,
-
(i)
;
-
(ii)
;
-
(iii)
is bounded in ;
-
(iv)
.
Remark 1.13.
The bound , where one could expect , arises from the fact that need to be viewed as a subset of . In the case , we can improve (iv) to through the identification of with a subset of . However, note that (iv) provides only an inequality and that, in most applications of Theorem 1.12, what shall be used is that the approximate Morse index of is uniformly bounded.
Remark 1.14.
Theorem 1.12 is only one of the possible corollaries of Theorem 4.2. Its interest lies in the fact that, in some applications, one may hope to check that, for several values of , the class is not empty and that (1.11) holds. Assuming in addition that for at least one pair , this would lead to the existence of Palais-Smale sequences satisfying (i)-(iv) at distinct levels and open the way to establishing the existence of multiple critical points. Actually, this type of strategy was exploited in [5] where, on the specific problem they consider there, the authors obtain the existence of infinitely solutions with a prescribed norm. This paper was one of our motivations for formulating Theorem 1.12 which we hope will lead, in particular, to multiplicity results on graphs, extending the existence results of [12, 13].
The paper is organised as follows. In Section 2 we present our key technical result, Theorem 2.1 below, which is based on the deformations constructed in Lemma 2.18. Theorem 1.10 is proved in Section 3 where we also explore some of its consequences when the sequence converges. In particular, we derive information on the Morse index of the limiting critical point, see Theorem 3.4. Section 4 is devoted to establishing Theorem 4.2 which extends Theorem 2.1 to a symmetric setting.
Acknowledgments and remark on the numbering
We thank the anonymous referee for carefully reading our original manuscript, and for their suggestions for possible extensions, which have lead to this richer, extended version. As a result, we had to slightly reconsider the organisation of the paper. In particular, the numbering of the mathematical environments (theorems, lemmata, …) has changed with respect to the first version of the paper. Since some results have been already quoted in the literature (e.g. in [12, 13]), we prefer to explicitly mention that, for instance:
2 Statement and proof of Theorem 2.1
This section, which is the heart of the paper, is devoted to the proof of Theorem 2.1 below.
We will work quite intensively with the induced topology on . In order to simplify notations, we will write for any .
Theorem 2.1.
Let be a -functional on , satisfying HOL 2 for some ; let be a homotopy-stable family of of dimension with boundary , such that
is finite. Let , and . Then for any with satisfying
(2.1) |
assuming that is sufficiently small there exists such that
-
1.
;
-
2.
;
-
3.
;
-
4.
If for all in a subspace of , then .
In order to prove Theorem 2.1 we recall, for the convenience of the reader, some results presented in [15]; the first is [15, Lemma 2.5].
Lemma 2.2.
For each there is an integer such that for any compact subset and any , there exist a finite number of distinct points with the following properties :
-
1.
;
-
2.
The intersection of any distinct elements of the cover is empty.
The following result is [15, Corollary 2.4].
Lemma 2.3.
Let be a Banach space, let be a closed subset of , and let be a continuous mapping from into the unit sphere of . If , then can be extended to a continuous mapping from into
2.1 The geodesic spray coming from the scalar product of
We will now introduce the geometric structure at the heart of our discussion: sprays. These are second-order vector fields – a specific type of vector field on the tangent bundle of a manifold – that are locally determined by a smooth family of quadratic forms on the model space . Its geodesics are then defined as the projections of the integral curves of to .
In our setting, we shall consider sprays on that are restrictions of sprays on , which can be completely described by a map: of the form:
where is a quadratic form on . Geodesics are then projections onto the first factor of solutions , to the system:
which of course amounts to the second order ODE:
We refer the reader to [18] for a detailed general discussion.
Whilst naturally inherits from the structure a smooth Riemannian manifold, the scalar product of , on the other hand, does not necessarily equip it with a Riemannian structure: the tangent spaces, in general, will not be complete under the induced norm. Nevertheless, it does equip with a spray. This can be described as follows, let be defined by:
(2.2) |
it is clear that this is a spray on , furthermore:
Lemma 2.4.
The spray restricts to a spray on , i.e. .
Proof.
This is a direct consequence of the following characterisations of and :
These characterisations result directly from the fact that is defined in by the equations:
Consequently, if is defined by , and hence ∎
The geodesics of satisfy the equation:
(2.3) |
Remark 2.5.
The principal particularity of this spray is that:
Lemma 2.6.
Let be a geodesic of the spray on , then:
A major advantage of the spray is that the geodesics, with initial data , are explicitly known:
(2.4) |
These curves are globally defined and, as we observed in Lemma 2.6, have constant speed with respect to the norm of , but not with that of . They also possess the following homogeneity property of geodesics :
Let us introduce and state a few results about the exponential map associated with the spray:
Lemma 2.7.
For , define:
and ,
Then:
Let , then is open and is a diffeomorphism onto its image, which is . For fixed :
(2.5) |
and:
(2.6) |
Proof.
is open in and, given the expression of the differential, one can see that it is (continuously) invertible at each point in . Let us briefly justify Equation (2.5), we solve directly for :
where . Since , it follows that:
Then:
Reinjecting these expressions into the original equation provides the expression given by (2.5) for . ∎
Remark 2.8.
It will be convenient to note that, due to the homogeneity property, for any ,
(2.7) |
2.2 Geodesics and
We shall now explain the relevance of Definition 1.3. In short, it is the covariant derivative of (viewed as a one-form) on induced by , but we shall not develop this point of view further. For us, the important point is given by the following lemma.
Lemma 2.9.
Let be a -functional on and an arbitrary curve satisfying Equation (2.3), then for any :
Proof.
Therefore:
∎
Remark 2.10.
If is a critical point of the functional , then the above also shows that the restriction of to coincides with the Hessian of at (as defined, for instance, in [27, p307]); this follows, for instance, from [23, Proposition 5.2.3]. This is also a direct consequence of the fact that the restriction of to is the covariant derivative associated with the spray of the one-form .
Lemma 2.11.
Let be a -functional on , such that are -Hölder continuous on bounded sets (HOL 2). Then for any , one can find such that for any :
Proof.
Let us estimate :
It then follows that:
Corollary 2.12.
Let be a -functional on such that and are -Hölder continuous on bounded sets. Assume that for some , , one can find a constant and a subspace such that for any
Then, for any and :
(2.8) |
where
(2.9) |
Proof.
This follows directly from Lemma 2.11 since if , . ∎
For future reference, let us fix such that
(2.10) |
2.3 Transporting to other points
The condition expressed in Equation (2.8) in the result of Corollary 2.12 is not an intrinsic condition on . The problem is that in general, is not tangent to the manifold at points on . To overcome this, should also move with the point to remain tangent to the manifold. In other words, for each point in a small neighbourhood of , we should exhibit a subspace of , which satisfies a condition of the same nature as (2.8).
Our approach to this will be based on the notion of parallel transport of vectors along curves associated, however, to a second spray . Parallel transport of a given vector along geodesics of originating from , we will obtain a vector field on a ball . The spray , introduced below, is, contrary to , naturally associated with the Riemannian structure on induced by ; it is known as the canonical spray, we refer the reader to [18, Chapter VII, §7, Chapter VIII, §4]) for the detailed construction.
To describe the spray in our setting, introduce the injective linear map , such that for any , is the unique vector in that satisfies:
(2.11) |
Note that:
therefore, for ,
Furthermore, if then , thus . We collect these observations in the following lemma for future reference:
Lemma 2.13.
The injective linear map has norm and for any
(2.12) |
In terms of , the canonical spray on can be defined by:
(2.13) |
One can check in a straightforward manner that it restricts to a spray on ; its particularity is that it preserves the induced Riemannian structure on (see Lemma 2.14 below.)
On this specific example, let us describe how a spray is used to define parallel transport of vectors along curves. The discussion applies to arbitrary curves, however in our situation, they will systematically be geodesics of the spray , more precisely: let and ; assume so that . Set and666See (2.7) in Remark 2.8., for any , . If , we define a vector field on along the curve by the following differential equation constructed from the symmetric bilinear operator associated with the spray :
(2.14) |
We quote the following properties of parallel transport:
Lemma 2.14.
Let such that and define . Define a map: by where is the solution to Equation (2.14). Then:
-
•
is a linear isometry (for the induced Hilbert space structure on the tangent spaces),
-
•
The inverse is given by: where .
Proof.
We shall only prove that it is an isometry; differentiating :
Since Similarly differentiating yields:
∎
Since all our curves will be geodesics of that originate from a fixed point , we abbreviate: to and say that we parallel transport radially from . Given , we shall define a vector field on by:
The spray allows us to compare vectors at different points of and, the vector field defined by Equation (2.14) is, relative to the spray , “constant” along the curve . However, viewing things in , it must change to remain tangent to ; the next lemma estimates this change.
Lemma 2.15.
Let , , with . Then, if :
where we have set
(2.15) |
Proof.
We can now prove the main result of this section:
Lemma 2.16.
Let such that and are -Hölder continuous on bounded sets, , , and suppose that one can find and a subspace of dimension such that:
For any set the image of under radial parallel transport, then for any and ,
where
(2.16) |
with being defined in Lemma 2.15, in Corollary 2.12, and in (2.10) and (2.15) respectively.
Proof.
According to Corollary 2.12, one can already find satisfying Equation (2.9) such that for any and any :
Now, fix , where satisfies (2.16), and choose an orthonormal basis of that diagonalises the bilinear form . Set for each , ; this defines an orthonormal basis of . Using Lemma 2.15, and the definition of , we have for any :
Note that:
thus, by Equation (2.6):
Thus, for any , and any , in view of the condition on given in (2.16), if , then
otherwise,
Hence
Since by definition, the inequality extends to all of by bilinearity. ∎
2.4 Fang-Ghoussoub’s result
The remainder of this section is devoted to the proof of Theorem 2.1, which will be divided into several lemmata. Our initial goal is to show how to use the second-order information on a functional in the conclusion of Lemma 2.16 to find appropriate deformations of an element of the -dimensional family so as to locally decrease the value of the functional . As in [15], we shall probe by running out along specific curves from points in a neighbourhood of a point ; in our case these curves will be geodesics of the spray .
Our first lemma identifies, uniformly on a bounded set, a maximal travel time that does not take us too far on .
Lemma 2.17.
Let and assume , , , . Set , then, for any :
Proof.
Note that since it follows that , so . Then:
∎
We will encounter two geometric issues in the sequel; the first comes from the fact that we use two different sprays. Since the geodesics of differ from those of they do not parallel transport their initial velocity vector according to the spray ; therefore in general even if , . The second is a global expression of curvature: parallel transport along a closed curve , , defines a linear operator: which is generally not the identity map.
This means in particular that parallel transport of a vector along a geodesic of from a point to is not equivalent to parallel transport along a geodesic path going from to via ; thus even if we parallel transport (in the sense defined by ) a vector in along a geodesic of joining et we cannot be sure that result will lie in .
We shall deal with these issues as follows. Assume that satisfies the hypotheses of Lemma 2.16 and let , where with also given by Lemma 2.16. Choose , where is an orthonormal basis of , and assume that . Consider the curve: , for where is given by Lemma 2.17. Let and set:
We begin by an estimate of ; by assumption: , thus:
Therefore:
(2.17) |
As we mentioned above may not lie in so we shall consider:
the orthogonal projection of onto . In order to estimate , we introduce two intermediate vectors. First, let be such that , we have:
Secondly, set , and introduce , . Using Lemma 2.15 and Equation (2.17):
Due to holonomy, generally , but we can estimate:
So overall:
As in the proof of Lemma 2.16 :
Hence:
Now let:
(2.18) |
where . With this choice, for any , if we have setting ,
and
Otherwise, we have
and Thus,
It follows then that:
Hence:
We will now assume that and avail ourselves of the assumption that ,
Since , , therefore:
Hence, using that :
Overall we arrive at:
Lemma 2.18.
Let a -functional such that are -Hölder continuous () on bounded sets. Fix and . Assume that one can find of finite dimension and such that for any :
Let
where is the gradient777The metric dual of the one-form . At each point , this is simply the orthogonal projection (in the sense of ) of the usual gradient in onto , i.e. of and denotes the orthogonal projection (in ) onto .
Then, if , where satisfies (2.18), and either:
-
1.
and for any , we have:
or
-
2.
, and for any , and any ,
Furthermore, in this case, for any , one can find such that for any , and we have:
Proof.
For every , and any the Taylor-Lagrange theorem guarantees that there is :
-
1.
If , substitute in the above and notice that:
Since it follows that:
-
2.
If , then take any with , and notice that , therefore:
In order to conclude the proof in both cases we apply the discussion preceding the lemma which implies that, for any , , and any :
(2.19) |
The first two points ensue.
For the final point, by continuity of at , choose such that for any :
(2.20) |
We must however take into account the fact that so we need to approximate by . To this end, observe that for every , can be viewed as a continuous map . The restriction of to , denoted by , can be thought of as an element of . We claim that the map is continuous.
For this we shall use the fact that is finite dimensional; choose an orthonormal basis of , if for each : is continuous, it will follow that is continuous. Indeed, let and observe that and888 is the dual basis to define equivalent norms on . Therefore, if is fixed and is chosen small enough such that for every :
we have
where is a constant independent of . Therefore is continuous. It remains to justify that the map is continuous for each . Fix such an , and recall that is defined to be , where is the solution to the Cauchy problem:
with . Denoting the differential of the map at a point by , the above can be rewritten as a system:
with initial conditions: , .
By continuity with respect to initial conditions, the solution, and a fortiori, , depend continuously on , however , so and thus depend continuously on . This proves our claim. Consequently, reducing further, if necessary, we can assume that for any :
(2.21) |
where is defined in (2.10). Recall now that, for any , , , one can find such that:
Lemma 2.19.
Assume that the hypotheses of Lemma 2.18 are satisfied and let be a continuous map from a closed subset into . Suppose that is a compact subset of such that . Then for sufficiently small and there is a continuous map that satisfies:
-
1.
, if ;
-
2.
if ;
-
3.
if ;
-
4.
for all .
Proof.
Let denote the -neighbourhood of in , namely,
Assume that is small enough so that, and define:
By the last point in Lemma 2.18, for every one can find such that for any , and any , we have the inequality:
Put and let be a continuous function such that:
Next, choose an orthonormal basis of and let be defined by:
As in the proof of Lemma 2.18, the continuity of the map: guarantees that is itself continuous. Since is closed in one can extend to a continuous map by Lemma 2.3.
Define now a continuous map on :
where we denote the dual basis of the canonical basis of , then set
It is straight forward to check that satisfies the required conditions. The last point follows from Equation (2.17) and the mean value theorem. ∎
Lemma 2.20.
Let a -functional such that are -Hölder continuous () on bounded sets and let be a continuous map from a compact subset of into . Suppose is a compact subset of with the following properties:
-
•
There exists such that .
-
•
There exists a constant such, that for all , there is a subspace , of with so that
(2.22)
Then for any where satisfies (2.18) and there is a continuous map such that if is the number given in Lemma 2.2, we have :
-
(i)
for ;
-
(ii)
for all ;
-
(iii)
If , then
-
(iv)
for all .
Proof.
Let be fixed. Since is uniformly continuous on , there exists such that
(2.23) |
Using Lemma 2.2 with and we deduce that there exists a finite number of distinct points of such that covers and such that any intersection of distinct is empty.
We may certainly assume that for each and choose . For convenience, we set . Observe, from (2.23) that
Choose small enough such that and for
Note also that, since , any intersection of distinct sets is empty.
We shall now define by induction, continuous functions such that for all we have that
(2.24) |
(2.25) |
and
(2.26) |
Let and suppose that are well-defined and satisfy inequalities (2.24), (2.25) and (2.26) for Clearly
Since any intersection of distinct sets is empty, we have that
Since , we see that maps into
By assumption (2.22), there is some subspace of with such that for any with we have that . Hence, we may apply Lemma 2.19 with and any to obtain a continuous deformation satisfying the conclusion of that lemma. Define now to get a continuous function satisfying
and
By induction we see that are well-defined. Clearly verifies the claims of the lemma. ∎
Finally, we shall need the following lemma which follows directly from [31, Lemma 5.15] used with and .
Lemma 2.21.
Let be a functional on and let be a continuous map from a closed subset of into . Let , , be three constants. Suppose is a compact subset of satisfying
Assume that, for all ,
then there is a continuous map such that
-
(i)
if ;
-
(ii)
for all ;
-
(iii)
If , then
We now have all the ingredients to prove the main result of this section.
Proof of Theorem 2.1.
Suppose where is a set in satisfying (2.1). There exists a continuous function from into , which is equal to on and such that .
Let satisfy the equality in (2.18). Observing that it is not restrictive to assume that in condition (1.4) we can find a constant such that for any small enough. Now let
(2.27) |
and observe that when is given by .
Consider the closed set
(2.28) |
Since , taking sufficiently small, we can assume that is a compact subset of and that .
Now suppose that the conclusion of the theorem does not hold, then for all , we have either or there is a subspace of with such that for all , we have .
In view of the assumption HOL 2 on and of the definition of given in (2.27), setting we deduce that for all such that we have for all . Let
and . Note that , are compact, and . Now apply Lemma 2.20 with , and to obtain a continuous map such that
(2.29) |
(2.30) |
(2.31) |
Observe that Inequality (2.31) yields for . Now we apply Lemma 2.21 with , and . Observing that since we have that
we deduce that there exists a continuous map such that
(2.32) |
(2.33) |
Note that . In view of (2.30), (2.32), (2.33) and of the definition of given in (2.28) to get a contradiction we just need to show that
(2.34) |
But, for small enough,
and since , Equation (2.34) will hold if is small enough.
Summarising, we managed to construct, assuming that the conclusion of the theorem does not hold, a path in for which the maximum of on this path is strictly below the value of . This contradiction ends the proof. ∎
3 Proof of Theorem 1.10
This section is devoted to the
Proof of Theorem 1.10.
Since, for each , the function is non-increasing, the function is non-increasing as well. Therefore, its derivative is well defined for almost every . We show that the existence of ensures that of the desired Palais-Smale sequence. Let then (the interior of ) be such that exists, and let be a monotone increasing sequence converging to .
Step 1) There exist and such that, writing we have:
-
(i)
whenever
(3.1) -
(ii)
Let be an arbitrary sequence such that, writing we have
(3.2) |
We shall prove that, for sufficiently large, satisfies the desired conditions. When satisfies (3.1), we have
Since exists, there is a such that, for all ,
(3.3) |
Consequently, for all ,
(3.4) |
Moreover,
(3.5) |
(i) now follows from Assumption (1.8) and the fact that and are bounded. To prove (ii), observe from (3.3) that for all ,
(3.6) |
and thus, using (3.2) and (3.6), we get
Thus (ii) also holds.
Step 2) Let be the constant found in Step 1, and let be the constant of the assumption HOL 2 corresponding to the value . Finally, let , (where is the sequence introduced at Step 1). For each large enough, Theorem 2.1 guarantees the existence of with the following properties:
-
(a)
;
-
(b)
;
-
(c)
;
-
(d)
.
Step 3) Conclusion of the proof.
Recalling that , we claim that with satisfying (a)-(d) of Step 2 is the Palais-Smale sequence we are looking for in Theorem 1.10.
From (a) and (b) of Step 2, it is a Palais-Smale sequence at the level . From (a) and (c) we also have
so that , thanks to Step 1; that is, is bounded. Finally, we observe that, since , (d) of Step 2 implies (iv) of Theorem 1.10. At this point the proof of the theorem is completed. ∎
Proof of Remark 1.8.
The remark follows directly from the observation that it is possible to replace in Step 1 of the proof of Theorem 1.10, by . Since , this gives the additional property . ∎
Theorem 1.10 admits variants in which some of the assumptions can be relaxed. The following one is motivated by a remark of D. Ruiz.
Theorem 3.1.
Let be an interval and consider a family of functionals of the form
where for every . Let be a homotopic family of of dimension at most with boundary (independent of ) such that
(3.7) |
Then, for almost every , there exists a sequence such that, as ,
-
(i)
;
-
(ii)
;
-
(iii)
and are bounded.
Assuming in addition that the set is bounded for any , , then also is bounded in .
If now is of class and , are -Hölder continuous on bounded sets in the sense of Definition 1.1 (HOL 2) for some , then there exists a sequence such that, as ,
-
(iv)
.
Proof.
First by a direct adaptation of Step 1) of the proof of Theorem 1.10 we obtain, see (3.4) and (3.5), that there exist , and such that, writing we have
-
(i)
and whenever
-
(ii)
Let us now define
We claim that, for all
If this is true then we obtain (i)-(iii). This claim is proved in a standard way by using, on the special paths obtained above, a deformation argument, such as [31, Lemma 5.15]. We refer to [17, Proposition 2.2] or [9, Lemma 4.4] for details in the case of an unconstrained functional.
If we assume in addition that any set of the form is bounded then is bounded. Finally, under the above regularity assumptions on , we can pursue the proof of Theorem 1.10 starting from Step 2 and obtain . ∎
When the sequence provided by Theorem 1.10 or Theorem 3.1 converges, its limit is a critical point of . In this case, the information about the approximate Morse index of , can be used to infer information on the Morse index of the critical point.
We recall, see for example [1, Definition 2.5], that
Definition 3.2.
If is a critical point of with Lagrange parameter .
-
1)
The Morse index of with respect to is defined as
-
2)
The free Morse index of is defined as
Remark 3.3.
Recall that, for critical points of , the restriction of to coincides with the Hessian of at . See Remark 2.10.
Theorem 3.4.
Proof.
Using Equation (1.7) in Remark 1.6, we immediately deduce that 1) holds. To show that we assume by contradiction that there exists a with such that
Since is of finite dimension, by compactness and homogeneity, there exists a such that
Now, from Corollary 2.12 we deduce, for given by Equation (2.9), that for any ,
(3.9) |
Since converges to we have that for large enough. Then since , (3.9) provides a contradiction with Theorem 1.10 (iv) where we recall that . This proves 2). Finally, recording that is of codimension 1 in we immediately obtain that . ∎
Remark 3.5.
If in Theorem 1.10 the conclusion only holds for almost every , this is due to the fact that it is not known if, for a given , the functional admits a sequence of as in Step 1 in the proof of Theorem 1.10. For a functional for which this is known a priori Theorem 2.1 directly implies the existence of sequences and such that, as , the properties (i)-(iv) in Theorem 1.10 hold.
4 The case of -homotopic families
In this final section, we prove Theorem 1.12. For this we shall extend Theorem 2.1 to a symmetric setting. We consider the action of on determined by an isometric involution of with its usual distance, that we denote by . For any subset we denote by:
A subset is invariant or stable if , in this case, a continuous map is said to be equivariant if:
We assume throughout this section that are compact sets such that
(4.1) |
We shall restrict our attention to the following class of homotopic families:
Definition 4.1.
A family of subsets of will be said to be a -homotopic family of dimension at most with boundary if there exist compact sets satisfying (4.1) for some isometric involution and a continuous equivariant map such that:
Our present goal in this section is to prove the following symmetric version of Theorem 2.1.
Theorem 4.2.
Let be a -functional on , satisfying HOL 2 for some , and assume that is even.
Let be a -homotopic family of of dimension at most with boundary such that
is finite. Let , and . Then for any with satisfying
(4.2) |
assuming that is sufficiently small there exists such that
-
1.
;
-
2.
;
-
3.
;
-
4.
If for all in a subspace of , then .
By symmetry this also holds for .
The main difficulty in the proof of Theorem 4.2 is to adapt the deformation process so that -homotopic family remains stable under our deformations. Our strategy, given , is to deform simultaneously near any and , transporting the data defining the deformation of near to via the antipodal map. In order to avoid any overlap when deforming, we crucially and repeatedly use the following lemma:
Lemma 4.3.
For any , we have:
4.1 Adapting the deformations and proof of Theorem 4.2
First we prove a technical lemma that extends Lemma 2.19 to the symmetric case; we recall that we assume that is even.
Lemma 4.4.
Assume that the hypotheses of Lemma 2.18 are satisfied and let be a continuous equivariant map from into . Suppose that is a compact subset of such that , where and satisfies Eq. (2.18). Then for sufficiently small and there is a continuous map that satisfies:
-
1.
, if ;
-
2.
if ;
-
3.
if ;
-
4.
for all ;
-
5.
for all .
Proof.
Firstly, since is equivariant it follows from Lemma 4.3 that . Let denote the -neighbourhood of in .
Assume that is small enough so that, and . Define:
By the last point in Lemma 2.18, for every one can find such that for any , and any , we have the inequality:
Put and let be a continuous function such that:
and set: . Then is a continuous function on such that , and, since , satisfies:
Note that since then is symmetric, this follows from the fact that is an isometry.
Next, proceeding as in the proof of Lemma 2.19, we choose an orthonormal basis of and let be defined by:
As in the proof of Lemma 2.18, the continuity of the map: guarantees that is itself continuous. Since is closed in one can extend to a continuous map by Lemma 2.3. Now we define: by
Next we extend Lemma 2.20:
Lemma 4.5.
Let be a -functional such that are -Hölder continuous () on bounded sets and is even; let be a continuous equivariant map. Suppose is a symmetric, i.e. , compact subset of with the following properties:
-
•
There exists such that .
-
•
There exists a constant such, that for all , there is a subspace , of with so that
(4.3)
Then for any where was defined in Lemma 4.4 and there is a continuous equivariant map such that if is the number given in Lemma 2.2, we have :
-
(i)
for ;
-
(ii)
for all ;
-
(iii)
If , then
-
(iv)
for all .
Proof.
Let be fixed. As in the proof of Lemma 2.20, we can find a and points in such that covers and for each . Choosing and setting we observe, as before, that, taking small enough, we can assume that , and for
(4.4) |
In addition, any intersection of distinct sets is empty. Note that so far we have not used the assumption that is symmetric.
We shall now define by induction, continuous equivariant functions such that for all we have that
(4.5) |
(4.6) |
and
(4.7) |
Let and suppose that are well-defined and satisfy inequalities (4.5), (4.6) and (4.7) for Clearly
Since any intersection of distinct is empty, by symmetry the same is true for and hence the above intersection is empty whenever Thus:
As , we see that maps into By assumption (4.3), there is some subspace of with such that for any with we have that . Hence, we may apply Lemma 4.4 to and any to obtain a continuous equivariant deformation satisfying the conclusion of that lemma. Define now to get a continuous function satisfying
and
By induction we see that are well-defined. Clearly verifies the claims of the lemma. ∎
Finally, we shall need [31, Lemma 3.1]:
Lemma 4.6.
Let be a functional on and let be a continuous equivariant map. Let , , be three constants. Suppose is a symmetric compact subset of satisfying
Assume that, for all ,
then there is a equivariant continuous map such that
-
(i)
if ;
-
(ii)
for all ;
-
(iii)
If , then
Proof of Theorem 4.2.
Using the notations introduced in the proof of Theorem 2.1 we observe that the sets:
are symmetric since is even. Note also that for any symmetric subset then is symmetric.
Remark 4.7.
Inspecting the proofs of Lemmata 4.4, 4.5 and 4.6, one might observe that the assumption that is an isometry can be omitted if we replace the usual distance of by a topologically equivalent distance for which is an isometry and such that the conclusions of Lemma 2.2 hold. This would be the case of the “average” distance:
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