Abstract
The first part of this paper is a general approach towards chaotic dynamics for a continuous map \(f:X\supset M\rightarrow X\) which employs the fixed point index and continuation. The second part deals with the differential equation
with state-dependent delay. For a suitable parameter \(\alpha \) close to \(5\pi /2\) we construct a delay functional \(d_{{\varDelta }}\), constant near the origin, so that the previous equation has a homoclinic solution, \(h(t)\rightarrow 0\) as \(t\rightarrow \pm \infty \), with certain regularity properties of the linearization of the semiflow along the flowline \(t\mapsto h_t\). The third part applies the method from the beginning to a return map which describes solution behaviour close to the homoclinic loop, and yields the existence of chaotic motion.
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1 Overview
The present paper consists of three different parts. The first part in Sect. 2 below is a general approach towards chaotic dynamics for a continuous map \(f:X\supset M\rightarrow X\) which employs the fixed point index and continuation.
The second and third parts deal with the differential equation
with state-dependent delay which for small solutions coincides with the basic linear differential equation
modelling negative feedback with a constant time lag. The underlying motivation is to understand better what a variable, state-dependent delay can do to the dynamics in an otherwise simple system. This may be seen in contrast to, say, ordinary differential equations, where solutions follow the vectorfield, or to delay differential equations like
with a constant time lag. For the latter results obtained since the 1950ies provide some insight into how the shape of the real function \(f\) and the parameter \(\mu >0\) are related to the behaviour of solution curves \(t\mapsto x_t\) in the space of initial data \([-1,0]\rightarrow {\mathbb {R}}\).
In Sects. 3–9, which constitute the second part of the paper, we construct a delay functional \(d_{{\varDelta }}\), of constant value 1 near the origin, so that Eq. (1.1) has a homoclinic solution, \(h(t)\rightarrow 0\) as \(t\rightarrow \pm \infty \), with certain regularity properties of the linearization of the semiflow along the flowline \(t\mapsto h_t\). Section 3 contains a detailed introduction into this part of the paper. The main result of Sects. 4–9 is stated in Theorem 9.2.
The third part in Sects. 10–15 applies the method from Sect. 2 to a map which describes the behaviour of solutions close to the homoclinic loop, and yields the existence of chaotic motion. This final result is stated as Theorem 15.3.
Notation
For \(r>0\) and \(t\in {\mathbb {R}}\) the segment \(x_t:[t-r,t]\rightarrow M\) of a map \(x:{\mathbb {R}}\supset J\rightarrow M\) with \([t-r,t]\subset J\) is defined by \(x_t(s)=x(t+s)\).
For given maps \(f,m\) and for \(x\) in the domain of \(m\), \(m(x)\) in the domain of \(f\), we write \(f(m(x))\) as \(f\circ m(x)\) also in cases where the full image of \(m\) is not contained in the domain of \(f\).
The \(j\)-th component of \((x_1,\ldots ,x_n)\in M_1\times \cdots \times M_n\) is written \(x_j\).
The closure, the interior, and the boundary of a subset \(M\) of a topological space are denoted by \(\overline{M}\), \( \text{ int }{(}M)\), and \(\partial \,M\), respectively. The norm on a Banach space \(B\) is written \(|\cdot |\), except for the norms \(|\cdot |_{0,n}\) and \(|\cdot |_{1,n},|\cdot |_1\) introduced in Sect. 3 below; \(U_r(x)\) is the open ball of radius \(r\) and center \(x\) in \(B\), and \(B_r:=U_r(0)\). The Lipschitz constant of a map \(m:M\rightarrow E\), \(M\subset B\), \(B\) and \(E\) Banach spaces, is defined by
The support of a map \(\phi :B\supset U\rightarrow {\mathbb {R}}\) is the set \( \text{ supp } (\phi )=\overline{\phi ^{-1}(0)}\).
A curve is a continuous map from an interval \(I\subset {\mathbb {R}}\) into a Banach space. The tangent cone \(T_xM\) of a subset \(M\subset B\) of a Banach space \(B\), at \(x\in M\), is the set of all tangent vectors \(v=c'(0)\) of differentiable curves \(c:I\rightarrow B\) with \(0\in I\), \(c(I)\subset M\), \(c(0)=x\).
The Banach space of linear continuous operators from \(B\) into another Banach \(E\) is denoted by \(L_c(B,E)\).
On products \(B_1\times \cdots \times B_n\) of normed spaces we use the norm given by \(|(b_1,\ldots ,b_n)|=\max _{j=1,\ldots ,n}|b_j|\) unless stated otherwise.
The canonical unit vectors of \({\mathbb {R}}^n\) are denoted by \(e_1,\ldots ,e_n\). The unit sphere in \({\mathbb {R}}^{n+1}\) is denoted by \(S^n\).
On Euclidean spaces we always use the Euclidean norm.
Derivatives and partial derivatives as continuous linear maps are written \(Df(x)\) and \(D_jf(x,y)\), \(j\in \{1,2\}\). For derivatives of maps \(x\) on domains \(J\subset {\mathbb {R}}\) as elements of the target space, at \(t\in J\), we have \(x'(t)=Dx(t)1\).
In the sequel the prefix \(C^1\)- and formulations like \(C^1\) -smooth or of class \(C^1\) mean that maps or submanifolds are continuously differentiable.
2 A Framework for the Detection of Symbolic Dynamics
We describe a very simple general approach to the description of the dynamics of a map \(f\), restricted to some invariant subset of its domain, by the index shift on a space of symbol sequences. The main tool we use is the Leray–Schauder fixed point index in the following context: If \(U\) is an open subset of the Banach space \(E\) and \(f:U \rightarrow E\) is continuous and compact, and the fixed point set \( \text{ Fix }(f)\) is compact, then the index \( \text{ ind }(f, U)\) is defined. (See [3], §12, in particular, Sect. 3, p. 311, or [22], Chapter 12, pp. 527–529. In the latter reference, it is assumed in addition that \(U\) is bounded and \(f\) is defined on the closure \(\overline{U}\), with no fixed points on the boundary \(\partial U\).) If \(M\subset E\) is closed and such that \(M = \overline{ \text{ int }{(}M)}\) and \(f\) has no fixed points on the boundary \(\partial M\), then we use the notation \( \text{ ind }(f,M)\) with the same meaning as \( \text{ ind }(f, \text{ int }{(}M))\), if the latter index is defined.
The method described here is much inspired by [23], but different in the following aspects:
-
(1)
Our conditions on homotopies which leave the relevant fixed point indices invariant are free of assumptions related to the computation of the fixed point index, and are therefore simpler. The actual calculation of fixed point indices (for the map on the ‘simpler’ end of the homotopy) remains as a specific task in each application.
-
(2)
We do not assume finite dimension, as it is for example the case in [15, 23] or [2], and also in the paper [21] on delay equations.
Definition 2.1
Let a topological space \(X\) and a closed subset \(M \subset X\) be given.
-
(1)
A continuous map \(f:M\rightarrow X\) is called \(M\)-admissible if
$$\begin{aligned} \,\forall \,m \in {\mathbb {N}}: \text{ Fix }\left( f^m\right) \cap \partial M = \emptyset . \end{aligned}$$(2.1) -
(2)
Two continuous maps \(f_0, \; f_1: M \rightarrow X\) are called \(M-homotopic\) (to each other) if there exists a homotopy \(f: [0,1] \times M \rightarrow X, \; (\lambda , x) \mapsto f_{\lambda }(x)\) (which is then called an \(M\)-homotopy) such that all maps \(f_{\lambda }\) are \(M\)-admissible, i.e.,
$$\begin{aligned} \,\forall \,m \in {\mathbb {N}}\quad \,\forall \,\lambda \in [0,1]: \text{ Fix }\left( f_{\lambda }^m\right) \cap \partial M = \emptyset . \end{aligned}$$(2.2)
We provide a simple criterion for maps to be \(M\)-admissible, respectively \(M\)-homotopic.
Proposition 2.2
Let \(X\) be a topological space and \(M \subset X\) closed.
-
(1)
If \(g: M \rightarrow X\) is continuous and
$$\begin{aligned} \partial M \cap g(M) \cap g^{-1}(M) = \emptyset \end{aligned}$$(2.3)then \(g\) is \(M\)-admissible.
-
(2)
This is true, in particular, if \(\partial M = \partial _1M \cup \partial _2M\) and these two subsets satisfy
$$\begin{aligned} g(\partial _1 M) \cap M = \emptyset = \partial _2 M \cap g(M). \end{aligned}$$(2.4) -
(3)
If \(f:[0,1] \times M \rightarrow X, (\lambda ,x) \mapsto f_{\lambda }(x) \) is continuous, and \(\partial M\) is the union of two subsets \(\partial _1M, \partial _2M \) of \(\partial M\) such that condition (2.4) holds for all \( \lambda \in [0,1]\), then \(f\) is an \(M\)-homotopy.
Proof
Obviously, for \(m \in {\mathbb {N}}\) one has \( \text{ Fix }(g^m) \cap \partial M \subset g(M) \cap g^{-1}(M) \cap \partial M\), so condition (2.3) implies (2.1) for \(g\).
If (2.4) holds then \(\partial _1M \cap g^{-1}(M) = \emptyset \) and
so (2.3) is satisfied. Assertion (3) is clear.
Remark
Condition (2.1) (which demands that \( f\) has no periodic points on the boundary of \(M\)) is, of course, satisfied if the invariant set of \(f\) within \(M\) (i.e., the set \(\Big \{ {x \in M}\;\big | \;{\exists (x_n)_{n \in {\mathbb {Z}}} \in M^{{\mathbb {Z}}}: \, x_n = f(x_{n-1}) \; (n \in {\mathbb {Z}}), \, x_0 = x}\Big \} \)) does not intersect \(\partial M\).
We shall use the homotopy invariance of the fixed point index in the following version:
Assume that \(E\) is a Banach space, \({\varOmega }\subset [0,1] \times E\) is open, and \(f: {\varOmega }\rightarrow E, \; (\lambda ,x) \mapsto f_{\lambda }(x)\) is continuous, the set \({\varSigma }:= \Big \{ {(\lambda ,x) \in {\varOmega }}\;\big | \;{x= f_{\lambda }(x)}\Big \} \) is compact, and \(f\) is compact on an open neighbourhood \({\varGamma }\) of \({\varSigma }\). Setting \({\varOmega }_{\lambda } := \Big \{ {x \in E}\;\big | \;{(\lambda ,x) \in {\varOmega }}\Big \} \) for \(\lambda \in [0,1]\), the fixed point index \( \text{ ind }(f_{\lambda }, {\varOmega }_{\lambda })\) is then defined for all \(\lambda \in [0,1]\) and independent of \(\lambda \).
(See [14], noting that \( \text{ ind }(f, M) = \text {deg}( \text{ id }- f,M)\), where \(\text {deg}\) denotes the Leray–Schauder degree; see also [9], p. 198, Theorem 2.2., part iii). The version from [14] is more general than the one from [9], but easy to obtain from the latter by restricting \(f\) to a bounded open neighbourhood of \({\varSigma }\). A slightly weaker formulation than ours, assuming that \({\varOmega }\) is bounded and that \(f\) is compact on all of \({\varOmega }\), is called ‘generalized homotopy invariance’ in [22], Chapter 13, p. 572.)
The following statement is a version of Theorem 2.2 from [23], suitable for our context.
Lemma 2.3
Let \( m \in {\mathbb {N}}\) and let \(M_0, \ldots , M_m \) be closed subsets of a Banach space \(E\) with nonempty interior, and such that with \(M:= M_0 \cup \ldots \cup M_m\) one has \(\displaystyle \partial M = \bigcup \nolimits _{j = 0}^m \partial M_j. \) Assume that \(f: [0,1] \times M \rightarrow E\) is an \(M\)-homotopy, and compact (i.e., the closure \(\overline{f([0,1] \times M)}\) of the image of \(f\) is compact). Define \( \displaystyle {\varOmega }_{\lambda } := \bigcap \nolimits _{j = 0}^m f_{\lambda }^{-j}( \text{ int }{(}M_j))\) for \( \lambda \in [0,1]\). Then the fixed point index \( \text{ ind }(f_{\lambda }^m, {\varOmega }_{\lambda })\) is defined for all \( \lambda \in [0,1]\), and independent of \( \lambda \).
Proof
Set \(\displaystyle {\varOmega }:= \bigcup \nolimits _{\lambda \in [0,1]}\{\lambda \} \times {\varOmega }_{\lambda }\). If \((\lambda ,x) \in {\varOmega }\) then \(f_{\lambda }^j(x) \in \text{ int }{(}M_j)\) for \(j = 0,\ldots ,m\). Continuity of \(f\) implies existence of \(\delta >0\) such that for \((\mu , y) \in [0,1] \times E\) with \(|\mu - \lambda | < \delta \) and \(|y-x| < \delta \), one has \(f_{\mu }^j(y) \in \text{ int }{(}M_j), j = 0,\ldots ,m\), so \(\left( (\lambda - \delta , \lambda + \delta )\cap [0,1]\right) \times U_{\delta }(x)\subset {\varOmega }.\) Hence \( {\varOmega }\) is open in \([0,1] \times E\), and the assertion of the lemma follows from compactness of \(f\) and from the homotopy invariance of the fixed point index, if we prove the following property:
Note that
Now the set \(\displaystyle \tilde{F} := \Big \{ {(\lambda ,x) \in [0,1]\times M_0}\;\big | \;{x \in \bigcap \nolimits _{j = 0}^m f_{\lambda }^{-j}(M_j), f_{\lambda }^m(x) = x}\Big \} \) is compact, since it is closed and contained in the compact set \([0,1] \times \overline{f([0,1]\times M_{m-1})}\). Clearly \(F \subset \tilde{F}\), so to prove (2.5) it suffices to show
We have
Thus, if \( (\lambda ,x) \in \tilde{F} \setminus F\) then there exists \(l \in \{0,\ldots ,m\}\) such that \( f_{\lambda }^l(x) \in \partial M_l \subset \partial M\), which contradicts the fact that \(f\) is an \(M\)-homotopy. Hence (2.7) is proved, which implies (2.5) and concludes the proof.
We turn towards symbolic dynamics now, and we restrict considerations to the simplest case of two symbols. For a map \(f\) and a subset \(M\) of its domain, we define
Let \(N_0, N_1\) be disjoint, closed, nonempty subsets of a Banach space \(E\) with \(N_j = \overline{ \text{ int }{(}N_j)}, j = 0,1\), and set \(N := N_0 \cup N_1\). (Then \( \text{ int }{(}N) = \text{ int }{(}N_0) \cup \text{ int }{(}N_1)\), from which one sees that automatically \(\partial N = \partial N_0 \cup \partial N_1\).) For \(\mathbf{s}= (s_0, s_1,\ldots ,s_m) \in \{0,1\}^{m+1}\) and a map \(f: N \rightarrow E\) we use the notation
If \(f\) is continuous, compact and \( \text{ Fix }(f^j) \cap \partial N = \emptyset \) for all \(j \in {\mathbb {N}}\) then Lemma 2.3 (applied to the special case of a homotopy independent of \(\lambda \)) shows that \( \text{ ind }(f^m, N_{\mathbf{s},f})\) is defined for all \(m \in {\mathbb {N}}\).
Corollary 2.4
Let \(N_0, N_1\) and \(N= N_0 \cup N_1\) be as above, and assume that \(f:[0,1] \times N \rightarrow E\) is compact and an \(N\)-homotopy. Further, assume that for all \(m \in {\mathbb {N}}\) and all \( \mathbf{s}= (s_0,\ldots ,s_m) \in \{0,1\}^{m+1}\) with \(s_0 = s_m\), one has
Then \(f_0\) has symbolic dynamics in the following sense: With the ‘position map’ \(p: N \rightarrow \{0,1\}, \; p= 0 \) on \(N_0\) and \(p = 1\) on \(N_1\), the map
is surjective. For a periodic sequence \(\mathbf{s}\in \{0,1\}^{{\mathbb {Z}}}\), there exists a periodic orbit \((x_j)_{j \in {\mathbb {Z}}} \in \text{ traj } (f_0, N)\) with \(\sigma ((x_j)) = \mathbf{s}\), with the same minimal period.
Proof
The set \(\overline{f(N)} \cap N\) is compact, so \((\overline{f(N)} \cap N)^{{\mathbb {Z}}}\) is compact with the product topology. Now
is a closed subset of \((\overline{f(N)} \cap N)^{{\mathbb {Z}}}\) in this topology (as follows from continuity of \(f\) and of the evaluation maps \((x_j) \mapsto x_k\)), and hence \( \text{ traj } (f, N)\) is also compact. The map \(\sigma \) is continuous with respect to the product topologies on \( \text{ traj } (f, N)\) and on \(\{0,1\}^{{\mathbb {Z}}}\), since \(N_0\) and \(N_1\) are closed and disjoint (the position map \(p\) is locally constant). It follows that the image of \( \sigma \) is compact, and hence closed in \(\{0,1\}^{{\mathbb {Z}}}\). Since \(f\) is an \(N\)-homotopy, Lemma 2.3 shows that property (2.8) also holds with \(f_0\) instead of \(f_1\). We conclude from the existence property of the fixed point index that for every \( m \in {\mathbb {N}}\) and every \(m\)-periodic sequence \((s_j) \in \{0,1\}^{{\mathbb {Z}}}\), there exists an \(m\)-periodic point \(x\in N\) with \(f^j(x) \in N_{s_j} \, (j \in {\mathbb {N}})\). (The assertion on periodic orbits is proved.) It follows that the image of \( \sigma \) contains all periodic sequences (of all periods) in \(\{0,1\}^{{\mathbb {Z}}}\). Since these are dense in \(\{0,1\}^{{\mathbb {Z}}}\) with the product topology, and the image of \( \sigma \) is closed, it must be all of \(\{0,1\}^{{\mathbb {Z}}}\).
Remark
The idea of employing the fixed point index to obtain periodic orbits obeying periodic symbol sequences, and then to use a density argument to conclude that for every symbol sequence there exists a corresponding trajectory, is well-known. It was used, e.g., in [15], see Remark 1, p. 71 there.
The last part of this section is less general than the results so far, but more specific for our application later, namely for the computation of the fixed point index for the map on the ‘simpler’ end of an \(M\)-homotopy.
Proposition 2.5
Let \( n \in {\mathbb {N}}\) and let \(B_1 \subset {\mathbb {R}}^n\) be homeomorphic to the closed unit ball in \({\mathbb {R}}^n\) (w.r. to some norm \(||\;||\)), and assume \(g: B_1 \rightarrow g(B_1) \subset {\mathbb {R}}^n\) is a homeomorphism such that
Then the fixed point index \( \text{ ind }(g, \text{ int }{(}B_1))\) is defined and equals \(+1\) or \(-1\).
Proof
Note first the following consequence of the open mapping theorem ([22], Theorem 16C, p. 705):
Set \(B_2:= g(B_1)\), so both sets \(B_1\) and \(B_2\) are homeomorphic to the closed unit ball \(K_1 := \overline{U_1(0)}\). We have \(g(\partial B_1) = \partial B_2\), and, since \(B_1\subset \text{ int }{(}B_2)\), the map \(g\) has no fixed points on \( \partial B_1\), and \( \text{ ind }(g, B_1) \) is defined.
Choose now a homeomorphism \(\varphi : K_1 \rightarrow B_2\). We set \(\tilde{B}_1 := \varphi ^{-1}(B_1)\) and
. The commutativity property of the fixed point index ([22], formula (36), p. 573) together with (2.9) implies that
Under \(\tilde{g}\), the set \(\tilde{B}_1\) is mapped homeomorphically to the unit ball \(K_1\), and \(\tilde{B}_1 \subset \text{ int }{(}K_1)\), so \(|x| < 1\) for \( x \in \tilde{B}_1\), in particular, for \(x \in \partial \tilde{B}_1\). With \(h(t,x) := (1-t)x - \tilde{g}(x)\) for \(x \in \tilde{B}_1\) and \(t \in [0,1]\), we thus have
It follows (writing ‘\(\deg \)’ for the Brouwer or Leray-Schauder degree) that
Now since \(\tilde{g}\) is a homeomorphism (and, clearly, assumes the value 0 in \(\tilde{B}_1\)), the degree \(\deg (-\tilde{g}, \text{ int }{(}\tilde{B}_1), 0)\) equals \(+1\) or \(-1\) (see [22], Chapter 13, property (HD), p. 578).
Lemma 2.6
Let \( n \in {\mathbb {N}}\) and let \(N_0, N_1\) be disjoint sets, each homeomorphic to the closed unit ball in \( {\mathbb {R}}^n\). Let \(f: N_0 \cup N_1 \rightarrow {\mathbb {R}}^n\) map each \(N_j\) homeomorphically to its image and such that
Then, for every \( m \in {\mathbb {N}}\) and every \(\mathbf{s}= (s_0,\ldots ,s_m) \in \{0,1\}^{m+1}\) with \(s_0 = s_m\), the index \( \text{ ind }(f^m, N_{\mathbf{s},f})\) is defined and equals \(+1\) or \(-1\).
Proof
In the proof, we use the expressions closed ball and open ball (in italics) for sets which are homeomorphic to the closed respectively open unit ball in \({\mathbb {R}}^n\). Further, we write \(A \; \mathop {\simeq }\limits _{f} \; B\), if \(f\) maps the set \(A\) homeomorphically to \(B\). Recall also property (2.9) from the proof of Proposition 2.5.
Claim 1
For \(m \in {\mathbb {N}}_0\) and \(\mathbf{s}= (s_0, \ldots ,s_m) \in \{0,1\}^{m+1}\) (not necessarily with \(s_0 = s_m\)), the following is true:
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(a)
\(\displaystyle N_{\mathbf{s}, f} = \bigcap \nolimits _{j = 0} ^m f^{-j}( \text{ int }{(}N_{s_j}))\) is an open ball, and \(N_{\mathbf{s}, f} \mathop {\simeq }\limits _{f^m} \text{ int }{(}N_{s_m})\).
-
(b)
\(\displaystyle \overline{N_{\mathbf{s}, f}}\) is a closed ball with \(\displaystyle N_{\mathbf{s}, f} = \text{ int }{(}\overline{\displaystyle N_{\mathbf{s}, f}})\). \(\displaystyle \overline{N_{\mathbf{s}, f}} = \bigcap \nolimits _{j = 0} ^m f^{-j}(N_{s_j})\), and \(\overline{\displaystyle N_{\mathbf{s}, f}}\mathop {\simeq } \limits _{f^m} \displaystyle N_{s_m}\).
-
(c)
In case \(m \ge 1\), one has \(\overline{N_{\mathbf{s}, f}} \subset \text{ int }{(}N_{s_0})\).
Proof
(Induction on \(m\).)
\(m= 0:\) If \(\mathbf{s}= (s_0)\) then \(N_{\mathbf{s}, f} = f^0( \text{ int }{(}N_{s_0})) = \text{ int }{(}N_{s_0})\) is an open ball, and \(\overline{N_{\mathbf{s}, f}} = \overline{ \text{ int }{(}N_{s_0})} = N_{s_0}\), as follows from (2.9), since \(N_{s_0}\) is a closed ball.
The remaining assertions of the claim are trivial in case \(m = 0\).
\(m \rightarrow m+1\): Assume \(\mathbf{s}= (s_0, \ldots , s_{m+1})\), and set \(\tilde{\mathbf{s}} := (s_1, \ldots , s_{m+1})\). We have
From the induction hypothesis, \(N_{\tilde{\mathbf{s}}, f}\) is an open ball, which by definition is contained in \( \text{ int }{(}N_{s_1}))\). From (2.10) and (2.9), we have
Now since
is homeomorphic onto its image, the same is true for
, and we conclude that the set
is an open ball, so in view of (2.11) the same is true for \(N_{\mathbf{s}, f}\). Further,
maps \(N_{\mathbf{s}, f}\) homeomorphically to \(N_{\tilde{\mathbf{s}}, f}\), and, from the induction hypothesis, \(N_{\tilde{\mathbf{s}}, f} \; \mathop {\simeq }\limits _{f^m} \; \text{ int }{(}N_{s_{m+1}})\). Together, we have
and it follows that \(N_{\mathbf{s}, f} \; \mathop {\simeq }\limits _{f^{m+1}} \; \text{ int }{(}N_{s_{m+1}})\). (The assertions of (a) are proved.)
Since \(\overline{N_{\tilde{\mathbf{s}}, f}} \subset \overline{N_{s_1}} = N_{s_1}\), and since \(N_{s_1}\) is contained the set \( \text{ int }{(}f(N_{s_0}))\), which (compare (2.9)) equals \(f( \text{ int }{(}N_{s_0}))\), we have that
in particular,
From the induction hypothesis, \(\overline{N_{\tilde{\mathbf{s}}, f}}\) is a closed ball, so the set \(B\) is also a closed ball (since
is homeomorphic onto its image). Using the property \( \text{ int }{(}\overline{N_{\tilde{\mathbf{s}}, f}}) = N_{\tilde{\mathbf{s}}, f}\) from the induction hypothesis and the definition of \(N_{\mathbf{s},f}\), we see that the interior of this closed ball equals
(see (2.11)). It follows that \(\overline{N_{\mathbf{s}, f}} = \overline{ \text{ int }{(}B)} = B\) (here we used (2.9), hence \( \text{ int }{(}\overline{N_{\mathbf{s}, f}}) = \text{ int }{(}B) = N_{\mathbf{s},f}\). Further, the induction hypothesis gives \(\displaystyle \overline{N_{\tilde{\mathbf{s}}, f}} = \bigcap \nolimits _{j = 0}^{m}f^{-j}(N_{s_{j+1}})\), so with the definition of \(B\) we conclude
Finally,
maps \(\overline{N_{\mathbf{s}, f}} = B\) homeomorphically to \(\overline{N_{\tilde{\mathbf{s}}, f}}\), and (from the induction hypothesis) \( \overline{N_{\tilde{\mathbf{s}}, f}} \; \mathop {\simeq }\limits _{f^m} \; N_{s_{m+1}}\), so we have \(\overline{N_{\mathbf{s}, f}} \; \mathop {\simeq }\limits _{f^{m+1}} \; N_{s_{m+1}}\). The assertions of (b) are also proved, and assertion (c) follows from \(\overline{N_{ \mathbf{s}, f}} = B\) and (2.12). (The claim is proved.)
Let now \(m \in {\mathbb {N}}\) and \(\mathbf{s}\) as in the lemma with \(s_0 = s_m\) be given. From the above claim we know that \(\overline{N_{\mathbf{s},f}} \; \mathop {\simeq }\limits _{f^m} \; N_{s_m} = N_{s_0}\), both sets are closed balls, and since \(m \ge 1\), have \(\overline{N_{\mathbf{s},f}} \subset \text{ int }{(}N_{s_0}). \) The statement on the fixed point index thus follows directly from Proposition 2.5, applied with
.
3 Introduction to the Construction of a Delay Functional
The linear equation
with parameter \(\alpha >0\) defines a strongly continuous semigroup \(T_{\alpha }\) of bounded linear operators \(T_{\alpha }(t)\) on the Banach space \(C=C([-2,0],{\mathbb {R}})\) of continuous functions \([-2,0]\rightarrow {\mathbb {R}}\), with the norm given by \(|\phi |=\max _{-2\le t\le 0}|\phi (t)|\). This is easily seen as in the more familiar case of the space \(C([-1,0],{\mathbb {R}})\). For \(\frac{\pi }{2}<\alpha <\frac{5\pi }{2}\) the semigroup is hyperbolic with 2-dimensional unstable space \(C_{u,\alpha }\subset C\). There is a complex conjugate pair \(\lambda _0(\alpha ),\overline{\lambda _0(\alpha )}\) of simple eigenvalues of the generator \(G_{\alpha }\) of \(T_{\alpha }\) in the open right half-plane, with \( \text{ Re }(\lambda _0(\alpha ))=u_0(\alpha )>0\) and \(\frac{\pi }{2}< \text{ Im }(\lambda _0(\alpha ))=v_0(\alpha )<\pi \), and there is a leading complex conjugate pair \(\lambda (\alpha ),\overline{\lambda (\alpha )}\) of simple eigenvalues with maximal real part in the open left half-plane, with \( \text{ Re }(\lambda (\alpha ))=u(\alpha )<0\) and \(2\pi < \text{ Im }(\lambda (\alpha ))=v(\alpha )<\frac{5\pi }{2}\); all other eigenvalues have real parts strictly less than \(u(\alpha )\). The leading pair in the left half-plane defines a 2-dimensional leading stable space \(C_{i,\alpha }\subset C_{s,\alpha }\) of the stable subspace \(C_{s,\alpha }\subset C\) of the semigroup (Fig. 2).
In [18] we obtained a continuously differentiable delay functional \(d_U:C\supset U\rightarrow (0,2)\), \(U\) open, with \(d_U(\phi )=1\) on a neighbourhood of \(0\in U\), so that the equation
with state-dependent delay has a twice continuously differentiable solution \(h:{\mathbb {R}}\rightarrow {\mathbb {R}}\) which is homoclinic to the zero solution,
Here and in the sequel we use the notation \(x_t\) for the solution segment in \(C\) given by \(x_t(s)=x(t+s)\). The construction in [18] was done for \(\alpha \in (\frac{\pi }{2},\frac{5\pi }{2})\) sufficiently close to \(\frac{5\pi }{2}\), in which case we also have
A major part of this construction concerns a regularity property of \(d_U\), which is that along the homoclinic curve \(t\mapsto h_t\) the intersection of the stable and unstable manifolds at the stationary point \(0\) is one-dimensional, thus minimal. In order to make the preceding statement precise we need to recall basic facts about well-posedness for initial value problems of the form
which apply to differential equations with state-dependent delay. Proofs are found in [16, 17], also see [5]. For \(r>0\) and \(n\in {\mathbb {N}}\) let \(C_n\) denote the Banach space of continuous functions \([-r,0]\rightarrow {\mathbb {R}}^n\), with the norm given by \(|\phi |_{n,0}=\max _{-r\le t\le 0}|\phi (t)|\), so \(C=C_1\) and \(|\phi |=|\phi |_{1,0}\) for \(\phi \in C\). Similarly let \(C^1_n\) denote the Banach space of continuously differentiable functions \([-r,0]\rightarrow {\mathbb {R}}^n\), with the norm given by \(|\phi |_{n,1}=|\phi |_{n,0}+|\phi '|_{n,0}\), and abbreviate \(C^1=C^1_1\), \(|\cdot |_1=|\cdot |_{1,1}\). Let a continuously differentiable map \(f:C^1_n\supset U_1\rightarrow {\mathbb {R}}^n\), \(U_1\subset C^1_n\) open, be given. Assume in addition that
(e) each derivative \(Df(\phi ):C^1_n\rightarrow {\mathbb {R}}^n\), \(\phi \in U_1\), has a linear extension \(D_ef(\phi ):C_n\rightarrow {\mathbb {R}}^n\), and the map
is continuous.
Then the set
if non-empty, is a continuously differentiable submanifold of \(C^1_n\), with codimension \(n\), and every \(\phi \in X\) determines a maximal continuously differentiable map \(x^{\phi }:[-r,t_e(\phi ))\rightarrow {\mathbb {R}}^n\), \(0<t_e(\phi )\le \infty \), which satisfies the initial value problem (3.4)–(3.5) and is unique in the sense that any other continuously differentiable solution \(x:[-r,s)\rightarrow {\mathbb {R}}^n\), \(0<s\), of the same initial value problem is a restriction of \(x^{\phi }\). These maximal solutions define a continuous semiflow \(F=F_f\) on \(X\), given by \(F(t,\phi )=x^{\phi }_t\) for arguments in the domain \({\varOmega }={\varOmega }_f=\{(t,\phi )\in [0,\infty )\times X:t<t_e(\phi )\}\). All solution operators \(F_t\), \(t\ge 0\), with nonempty domain \({\varOmega }_t=\{\phi \in X:t<t_e(\phi )\}\) and \(F_t(\phi )=F(t,\phi )\) are continuously differentiable. For \(t\ge 0\), \(\phi \in {\varOmega }_t\), and \(\chi \in T_{\phi }X\) we have
with the continuously differentiable map \(v^{\phi ,\chi }:[-r,t_e(\phi ))\rightarrow {\mathbb {R}}^n\) satisfying
Moreover the restriction of \(F\) to the set \(\{(t,\phi )\in {\varOmega }:r<t\}\) is continuously differentiable, with
It follows that for every continuously differentiable function \(x:{\mathbb {R}}\rightarrow {\mathbb {R}}^n\) which satisfies Eq. (3.4) for all \(t\in {\mathbb {R}}\) the flowline \(\xi :{\mathbb {R}}\ni t\mapsto x_t\in C^1_n\) is continuously differentiable with \(D\xi (t)1=(x')_t=(x_t)'\in C^1_n\) for all \(t\in {\mathbb {R}}\).
At a stationary point \(\phi _0\in X\) the linearization of \(F\), namely, the strongly continuous semigroup of the operators
is given by restricting the semigroup \((S(t))_{t\ge 0}\) on \(C_n\supset C^1_n\supset T_{\phi _0}X\) which is defined by the solutions \(v=v^{\chi }\) of the initial value problems
(These solutions \(v:[-r,\infty )\rightarrow {\mathbb {R}}^n\) are continuous, \(v|[0,\infty )\) is differentiable and satisfies the differential equation, and \(S(t)\chi =v_t^{\chi }\) [1, 4].) The spectra of the generators of both semigroups coincide, and for each pair of complex conjugate eigenvalues the associated realified generalized eigenspaces are the same (so belong to \(T_{\phi _0}X\)).
We return to Eq. (3.2) with the delay functional \(d_U\) from [18]. Recall that the evaluation map \(ev:C\times [-2,0]\ni (\phi ,t)\mapsto \phi (t)\in {\mathbb {R}}\) is continuous (but not locally Lipschitz), and that the restricted map \(ev_1:C^1\times (-2,0)\ni (\phi ,t)\mapsto ev(\phi ,t)\in {\mathbb {R}}\) is continuously differentiable with
It follows that the map \(f:C^1\supset U_1\rightarrow {\mathbb {R}}\) given by \(U_1=U\cap C^1\) and
is continuously differentiable with
for all \(\phi \in U_1\) and \(\eta \in C^1\). We easily deduce that condition (e) is satisfied, and obtain a semiflow \(F\) on the manifold
as described above. The segments \(\phi \in X\) in a neighbourhood of \(0\in X\) belong to the closed subspace
and the local stable and unstable manifolds of the stationary point \(0\in X\) of the semiflow \(F\) are simply open neighbourhoods of \(0\) in \(Y_{s,\alpha }=Y\cap C_{s,\alpha }\) and in \(Y_{u,\alpha }=C_{u,\alpha }\subset Y\), with tangent spaces \(Y_{s,\alpha }\) and \(C_{u,\alpha }\), respectively.
We drop the index and argument \(\alpha \) from now on whenever convenient.
The precise statement of the minimal intersection property mentioned above is that for \(\tau <0\) with \(h_{\tau }\in Y\) and \(t>0\), \(-\tau \) and \(t\) sufficiently large, we have
\(h_t'\in T_{h_t}X\subset C^1\) is tangent to the flowline \(H_1:{\mathbb {R}}\ni \tilde{t}\mapsto h_{\tilde{t}}\in C^1\) at \(\tilde{t}=t\).
What has been described so far is an infinite-dimensional analogue of Shilnikov’s vector fields on \({\mathbb {R}}^4\) with a flowline homoclinic to \(0\), with complex conjugate pairs of eigenvalues of the linearized vector field in each open half-plane, at unequal distances from the imaginary axis, and with minimal intersection of stable and unstable manifolds along the homoclinic curve. Shilnikov’s well-known result is that under these conditions there are infinitely many periodic orbits close to the homoclinic loop [11], compare also [6, 13]. What can be said about the flowlines of \(F\) close to the homoclinic loop \(H_1({\mathbb {R}})\cup \{0\}\subset X\) ? A difference between our scenario and Shilnikov’s in addition to dimensionality is, of course, that the solution operators \(F_t\), \(t>0\), are not diffeomorphisms, and their derivatives not isomorphisms.
A natural question at this point is perhaps whether there also exist a parameter \(\alpha \) and a delay functional \(d_U\) so that Eq. (3.2), with the linearization of the semiflow at zero given by Eq. (3.1), generates a homoclinic solution as in Shilnikov’s earlier result [10] on complicated dynamics for a smooth vectorfield \(v\) on \({\mathbb {R}}^3\), with one positive eigenvalue of \(Dv(0)\) and the others complex conjugate with negative real part. Let us briefly explain why this is not the case. The desired spectral properties require for the linearization at zero Eq. (3.1) with \(\alpha <0\) (which models positive feedback); for suitable \(\alpha <0\) there is one positive eigenvalue of the associated generator while all others form complex conjugate pairs with negative real parts. The one-dimensional unstable eigenspace of the positive eigenvalue sits in the wedge of data without sign change, and the complementary stable space intersects with the wedge only at the origin. Notice that the wedge is positively invariant under any equation of the form (3.2) with \(\alpha <0\) ! Knowing this it is not hard to exclude for the latter the possibility of solutions homoclinic to zero.
Another question which may be asked is whether a homoclinic solution of Eq. (3.2), with the linearized semiflow given by Eq. (3.1), can be achieved by a delay functional of the simple form
with a function \(\delta :{\mathbb {R}}\rightarrow (0,2)\). Again, this is not the case: From \(d_U(\phi )=1\) for small \(\phi \) we would have \(\delta (\xi )=1\) in some interval \((-\epsilon ,\epsilon )\ne \emptyset \). The elements \(\phi \ne 0\) of the unstable space \(C_u\) have at most one sign change, and one can show that each element of the stable space \(C_s\) has at least 2 zeros spaced at a distance less than 1. It follows that any homoclinic solution of Eq. (3.2) would have zeros \(z<z'\le z+1\) with \(h(t)\ne 0\) for \(z-1\le t<z\). In case \(h(t)>0\) on \([z-1,z)\) this yields
for all \(t\in [z,z+1)\) with \(-\epsilon <h(t)\le 0\), which in turn yields a contradiction to \(h(z')=0\). The argument in case \(h(t)<0\) on \([z-1,z)\) is analogous.
In [19] we obtained a set of flowlines \({\mathbb {R}}\ni t\mapsto x_t\in C^1\) of \(F\) close to the homoclinic loop which have complicated histories in the sense that their behaviour for \(t\le 0\) is encoded by the backward symbol sequences \(-{\mathbb {N}}_0\ni j\mapsto s_j\in \{-,+\}\); there is a pair of disjoint sets \(H_{\pm }\) so that \(x_{t_j}\in H_{s_j}\) for all integers \(j\le 0\), and \(t_j\searrow -\infty \) as \(j\rightarrow -\infty \). Also,
for the projection \(p_u:Y\rightarrow Y\), \(Y=Y_s\oplus C_u\), along \(Y_s\) onto \(C_u\); none of these flowlines is periodic.
It is perhaps interesting that the proof in [19] does not make use of property (3.3).
In any case, a proof that close to the homoclinic loop a set of flowlines exists whose behaviour is encoded by the entire symbol sequences \({\mathbb {Z}}\rightarrow \{-,+\}\) seems to require further properties of \(F\). In the present paper we keep the parameter \(\alpha \) as chosen in Section 2 of [18] and consider the function \(h\) and the delay function \(d:{\mathbb {R}}\rightarrow {\mathbb {R}}\) found in Sections 3 and 4 of [18], so that
for all \(t\in {\mathbb {R}}\). Starting from \(\alpha \), \(d\), and \(h\) we construct a new delay functional \(d_{{\varDelta }}:C\supset {\varDelta }\rightarrow (0,2), {\varDelta }\) open, with \(d_{{\varDelta }}(\phi )=1\) on a neighbourhood of \(0\in {\varDelta }\) and \(d_{{\varDelta }}(h_t)=d(t)\) for all \(t\in {\mathbb {R}}\), so that \(h\) solves the equation
for all \(t\in {\mathbb {R}}\) and has the minimal intersection property (3.6), and in addition the semiflow \(F\) on
given by Eq. (3.8) satisfies
for \(-\tau >0\) and \(t>0\) sufficiently large. In other words, for such \(\tau <0\) and \(t>0\), with \(h_{\tau }\) and \(h_t\) close to \(0\), the linearization \(DF_{t-\tau }(h_{\tau })\) defines an automorphism of the leading 4-dimensional invariant subspace of the semigroup \(T\), which also is the leading invariant subspace for the linearization of \(F\) at \(0\in X\). Equation (3.9) in combination with (3.3) and the minimal intersection property (3.6) will enable us to obtain the desired result on symbolic dynamics close to the homoclinic loop.
We shall obtain the delay functional \(d_{{\varDelta }}\) as a special case of a more general construction whose result is stated as Theorem 9.2 below. Loosely speaking it says that for every integer \(k\ge 2\) there exist continuously differentiable delay functionals \(d_{{\varDelta }_k}\) on open subsets of the space \(C\), with \(d_{{\varDelta }_k}(\phi )=1\) close to \(0\), so that the equation
has a solution homoclinic to \(0\) and the associated solution operators have linearizations along the homoclinic orbit with prescribed behaviour on certain spaces of dimension \(k+1\).
4 Preliminaries: A Delay Function
Consider \(a>0\) and \(\alpha \in (\frac{\pi }{2},\frac{5\pi }{2})\) chosen in Section 2 of [18]. It will be convenient to write \(a_h\) instead of \(a\) in the sequel. Recall the solution
of Eq. (3.1), which has all segments \(w_t\) in \(C_u\), and the solution
of Eq. (3.1), which has all segments \(y_t\) in \(C_i\). The segments \(w_t'\) and \(y_t'\) also belong to \(C_u\) and \(C_i\), respectively. The largest negative zero of \(w\) is at \(t=-\frac{\pi }{v_0}\), and Eq. (3.1) implies that the largest negative extremum of \(w\) is \(m=-\frac{\pi }{v_0}+1\). Set \(\beta =\frac{5\pi }{2}\) as in Section 2 of [18]. As \(\alpha <\beta \) we have \(v_0=v_0(\alpha )<v_0(\beta )\), see for example [20]. Hence
by the choice of \(z\) in Section 2 of [18]. Using \(v_0>\frac{\pi }{2}\) we also get
We turn to the strictly increasing sequences of zeros \(z_j, j\in {\mathbb {Z}}\), and local extrema \(m_j=z_{j-3}+1\) of \(y\), with \(z_0=0\). We have
The construction of the delay function \(d:{\mathbb {R}}\rightarrow {\mathbb {R}}\) begins in Section 3 of [18] with the choice of \(d|(-\infty ,t_{*}]\) where \(t_{*}>0\) had been fixed earlier with
see (2.6) in [18]. The only restrictions on the \(C^1\)-function \(d|(-\infty ,t_{*}]\) are that for a number \(t_z\in (0,t_{*})\) chosen in Section 3 of [18] we have
A look at Fig. 3 (which is a reproduction of Figure 6 in [18]) reveals that in addition we may assume
Now consider \(d:{\mathbb {R}}\rightarrow {\mathbb {R}}\) and \(h:{\mathbb {R}}\rightarrow {\mathbb {R}}\) as constructed in Sections 3 and 4 of [18] with the additional property that (4.7) holds. It is convenient to list further properties of \(d\) and \(h\) which are stated in Sections 3 and 4 of [18]:
There are \(\epsilon >0\) and \(\delta \in (0,\frac{m_2-m_1}{2})\) with
We have
and
Proposition 4.1
There is a unique zero \(\tilde{t}\) of the function
in \([0,t_z]\), and \(0<\tilde{t}<t_z\). The zeros of the function
in \((0,\infty )\) are \(\tilde{t}\) and the numbers \(m_j+1\), \(j\in {\mathbb {N}}\).
Proof
1. By (4.1) and (4.2), \(-1<m<z<0\). Due to (4.7) the function \([0,t_z]\ni t\mapsto t-d(t)-m\in {\mathbb {R}}\) is strictly increasing with values \(-1-m<0\) at \(t=0\) and \(z-m>0\) at \(t=t_z\). Therefore it has a unique zero \(\tilde{t}\) in \([0,t_z]\), and \(0<\tilde{t}<t_z\).
2. On \([0,t_z]\) we have \(-1\le t-d(t)\le z\), see (4.4) and (4.5), and \(m\) is the only zero of \(w'\) in \([-1,z]\). Using (4.8) we obtain that \(\tilde{t}\) is the only zero of \({\mathbb {R}}\ni t\mapsto h'(t-d(t))\in {\mathbb {R}}\) in \([0,t_z]\). Using (4.12), (4.8), and (4.10) we see that \(h'(t-d(t))>0\) on \((t_z,m_1+1)\). From (4.11) and (4.9), (4.10) we infer
From (4.13) and (4.10) combined we get \(h'(t-d(t))<0\) in \((m_1+1,m_2+1)\). For \(t>m_2+1\) we use (4.9) and (4.11) and find \(h'(t-d(t))=a_hy'(t-1)\), hence \(h'(t-d(t))=0\) and \(t>m_2+1\) if and only if \(t-1=m_j\) with \(3\le j\in {\mathbb {N}}\).
In view of (4.11) and \(0<\tilde{t}<t_z\le t_{*}<m_1\) we choose \(\rho >0\) with \(\rho <\min \{\epsilon ,\delta \}\) such that
and
From \(\rho <\delta \) we have
5 Nonautonomous Differential Equations with Parametrized Variable Delay and an Associated Autonomous System
Let \(n\in {\mathbb {N}}\), \(n\ge 2\), be given. The construction of the desired delay functional relies on solutions to a \(n\)-parameter-family of nonautonomous differential equations with variable delay. For each parameter we shall consider the solution of the corresponding initial value problem at \(t_0=0\) for a particular initial function, which also depends on the parameter. All of these solutions extend to the whole real line. Segments of the extensions will form a set on which we shall later begin with the definition of the delay functional. The present section provides facts about nonautonomous equations and initial values of the form we need.
Let \(C^1\)-functions \(d_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\), \(j\in \{1,\ldots ,n\}\), be given so that for every \(j\in \{1,\ldots ,n\}\) the function \(d_{*}=d_j\) satisfies
Using (4.10), (5.1), continuity, and compactness of \([0,m_2+1]\) we infer that the set
is open. Notice \(0\in V_n\). The \(n\)-parameter family of differential equations with variable delay addressed above are the equations
with parameter \(c\in V_n\). It is easy to see by integrations on successive intervals of length
that each initial function \(\phi \in C^1\) with \(\phi '(0)=-\alpha \,\phi (-1)\) uniquely determines a \(C^1\)-function \(x=x^{\phi }\), \(x:[-2,\infty )\rightarrow {\mathbb {R}}\), which satisfies Eq. (5.2) for all \(t\ge 0\) and \(x_0=\phi \).
In addition to the functions \(d_j\) let \(C^1\)-solutions \(w_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\), \(j\in \{1,\ldots ,n\}\), of Eq. (3.1) be given and set
The particular initial functions mentioned above are given by
for \(c\in V_n\). It is convenient to introduce the restricted affine linear map
Because of (4.10), (5.1), \(h(t)=w(t)\) on \((-\infty ,0]\), and \(\phi _j=w_{j,0}\) we obtain that the continuously differentiable functions \(x^c:{\mathbb {R}}\rightarrow {\mathbb {R}}\) given by \(x^c(t)=x^{E(c)}(t)\) for \(t\ge -2\) and \(x^c(t)=h(t)+\sum _1^nc_jw_j(t)\) for \(t<-2\) solve Eq. (5.2) for all \(t\in {\mathbb {R}}\). Notice that
The remainder of this section prepares a proof that the map
is \(C^1\)-smooth, and the computation of \(DI\). This will be done by means of a natural auxiliary system
of autonomous differential equations with state-dependent delay. We now introduce the functional \(g\). Consider the spaces \(C_{n+2}\) and \(C^1_{n+2}\). The set
is open, and the delay functional
given by
is \(C^1\)-smooth with
Consider the functional \(g:C^1_{n+2}\supset U_{n+2}\rightarrow {\mathbb {R}}^{n+2}\) given by
The next result is obvious.
Corollary 5.1
For every \(c\in V_n\) the map \(x^{c,n+2}:{\mathbb {R}}\rightarrow {\mathbb {R}}^{n+2}\) given by
is \(C^1\)-smooth, \(x:=x^{c,n+2}\) satisfies Eq. (5.4) for all \(t\in {\mathbb {R}}\), and
We need smoothness properties of \(g\). The components \(g_j, j\in \{2,\ldots ,n+2\}\), are \(C^1\)-smooth with all derivatives \(Dg_j(\phi ):C^1_{n+2}\rightarrow {\mathbb {R}}\), \(\phi \in U_{n+2}\), zero. For the first component we have
As in Sect. 3 we obtain that \(g_1\) is \(C^1\)-smooth with
The preceding expression does not contain derivatives of \(\eta \) and can be used to extend \(Dg_1(\phi )\) to a linear map \(D_eg_1(\phi ):C_{n+2}\rightarrow {\mathbb {R}}\). Using the continuity of \(ev:C\times [-2,0]\rightarrow {\mathbb {R}}\) we easily obtain that the map
is continuous. It follows that the functional \(g\) has the extension property (e) from Sect. 3. Consequently the maximal \(C^1\)-solutions \(x^{\phi }:[-2,t_e(\phi ))\rightarrow {\mathbb {R}}^{n+2}\) of the initial value problem given by Eq. (5.4) for \(t\ge 0\) and \(x_0=\phi \) in the \(C^1\)-submanifold
define a continuous semiflow \(G:{\varOmega }_g\rightarrow X_g\) on \(X_g\), by
For the \(C^1\)-maps \(DG_t:{\varOmega }_{g,t}\rightarrow X_g\), \(t\ge 0\), with nonempty domain
we have
with the \(C^1\)-solution \(v=v^{\phi ,\eta }, v:[-2, t_e(\phi ))\rightarrow {\mathbb {R}}^{n+2}\), of the initial value problem
The restriction of \(G\) to the set \(\{(t,\phi )\in {\varOmega }_g:t>2\}\) is \(C^1\)-smooth, with
We return to the solutions \(x^c:{\mathbb {R}}\rightarrow {\mathbb {R}}, c\in V_n\), of Eq. (5.2). It is convenient to introduce the restricted affine linear map \(\hat{E}:V_n\rightarrow C^1_{n+2}\) given by
Then
see Corollary 5.1. In particular,
Equation (5.4) at \(t=0\) yields
Observe that Corollary 5.1 also yields
and
with the projection
Corollary 5.2
Let \(j\in \{1,\ldots ,n\}\) and \(d_{*}=d_j\). For every \(t\ge 0\) we have
and \(b=(v^{\hat{E}(0),D\hat{E}(0)e_j})_1\) satisfies
Proof
We have
for all \(t\ge 0\) and
with \(\underline{1}:[-2,0]\ni t\mapsto 1\in {\mathbb {R}}\) as the \((j+1)\)-th component. As
is a continuously differentiable solution of Eq. (5.4) (see Corollary 5.1) and \(\hat{E}(0)=\hat{h}_0\) we obtain that \(v=v^{\hat{E}(0),D\hat{E}(0)e_j}\) satisfies
According to (5.5),
and \((Dg(\hat{h}_t)v_t)_j=0\) for all \(j\in \{2,\ldots ,n+2\}\). Using the initial condition \(v_0=D\hat{E}(0)e_j\) and the preceding equations we find \(v_{j+1}(t)=1\) for all \(t\ge -2\) and \(v_k(t)=0\) for all \(k\in \{2,\ldots ,n+2\}\setminus \{j+1\}\) and all \(t\ge -2\). Consequently,
Also, \(b_0=v_{1,0}=(D\hat{E}(0)e_j)_1=\phi _j\).
Proposition 5.3
(Uniqueness) For every \(j\in \{1,\ldots ,n\}\) there is at most one \(C^1\)-function \(b:[-2,\infty )\rightarrow {\mathbb {R}}\) satisfying (5.6) for all \(t\ge 0\) and (5.7).
Proof
Let \(j\in \{1,\ldots ,n\}\) and suppose \(b:[-2,\infty )\rightarrow {\mathbb {R}}\) and \(B:[-2,\infty )\rightarrow {\mathbb {R}}\) are \(C^1\)-smooth and satisfy Eq. (5.6) for all \(t\ge 0\), and \(b_0=B_0\), and \(b(t)\ne B(t)\) for some \(t>0\). For \(t_0=\inf \{t>0:b(t)\ne B(t)\}\) we get \(t_0\ge 0\) and \(b(t)=B(t)\) on \([-2,t_0]\). Using \(d(t_0)>0\) we find \(\epsilon '>0\) with \(t-d(t)<t_0\) for \(t_0\le t<t_0+\epsilon '\). Then Eq. (5.6) yields \(b'(t)=B'(t)\) on \([t_0,t_0+\epsilon ']\). It follows that \(b(t)=B(t)\) on \([-2,t_0]\cup [t_0,t_0+\epsilon ']\), hence \(t_0=\inf \{t>0:b(t)\ne B(t)\}\ge t_0+\epsilon '\), which contradicts \(\epsilon '>0\).
6 Prescribed Solution Behaviour
The first result of this section shows that we can obtain solutions \(b:{\mathbb {R}}\rightarrow {\mathbb {R}}\) of Eq. (5.6) with prescribed ends \(b|(-\infty ,0]\) and \(b|[m_2+1,\infty )\) by a suitable choice of the delay function \(d_{*}:{\mathbb {R}}\rightarrow {\mathbb {R}}\).
Proposition 6.1
For each pair of \(C^1\)-solutions \(w_{*}:{\mathbb {R}}\rightarrow {\mathbb {R}}\) and \(q:{\mathbb {R}}\rightarrow {\mathbb {R}}\) of Eq. (3.1) there exist \(C^1\)-functions \(b:{\mathbb {R}}\rightarrow {\mathbb {R}}\) and \(d_{*}:{\mathbb {R}}\rightarrow {\mathbb {R}}\) with the following properties: Eq. (5.6) is satisfied for all \(t\in {\mathbb {R}}\), (5.1) holds, and
Proof
1. The functions \(w_{*}\) and \(q\) have derivatives of arbitrary order. By (4.15), \([\tilde{t}-\rho ,\tilde{t}+\rho ]\subset [0,m_1]\), hence \(t-d(t)\le 0\) on \([\tilde{t}-\rho ,\tilde{t}+\rho ]\) because of (4.12). From \(m_2<m_1+1\) we infer
In particular,
There exists a twice continuously differentiable function \(b:{\mathbb {R}}\rightarrow {\mathbb {R}}\) such that
We define \(d_{*}:{\mathbb {R}}\rightarrow {\mathbb {R}}\) by
2. Proof that \(d_{*}\) is \(C^1\)-smooth. The restriction of \(d_{*}\) to the open set \({\mathbb {R}}\setminus \{\rho , \tilde{t}, m_1+1,m_2+1-\rho \}\) is \(C^1\)-smooth. The \(C^1\)-function
satisfies \(\tilde{d}=0\) on \((0,\rho ]\), because of \(d(t)=1\) and \(b(t)=w_{*}(t)\) on \([0,\rho ]\) and Eq. (3.1) for \(w_{*}\). Hence \(d_{*}(t)=0=\tilde{d}(t)\) on \([0,\rho ]\). It follows that \(d_{*}\) and \(\tilde{d}\) coincide on \([0,\tilde{t})\), which yields that \(d_{*}|(-\infty ,\tilde{t})\) is \(C^1\)-smooth.
On \((\tilde{t}-\rho ,\tilde{t}+\rho )\setminus \{\tilde{t}\}\) we have \(d_{*}(t)=0\), because of
As \(d_{*}(\tilde{t})=0\) we see that \(d_{*}|(\tilde{t}-\rho ,\tilde{t}+\rho )\) is \(C^1\)-smooth.
On
we have
and consequently \(d_{*}(t)=0\). As \(d_{*}(m_1+1)=0\) we see that \(d_{*}|(m_1+1-\rho ,m_1+1+\rho )\) is \(C^1\)-smooth.
Finally, consider \((m_1+1,m_2+1)\ni m_2+1-\rho \). On the subinterval
we have \(d_{*}(t)=\tilde{d}(t)\). On the subinterval \([m_2+1-\rho ,m_2+1)\) we have \(d(t)=1\) and \(b(t)=q(t)\), hence
and thereby \(\tilde{d}(t)=0=d_{*}(t)\). So \(\tilde{d}\) and \(d_{*}\) coincide on \((m_1+1,m_2+1)\), which shows that \(d_{*}|(m_1+1,m_2+1)\) is \(C^1\)-smooth. Now the assertion is obvious.
3. Verification of Eq. (5.6). The definition of \(d_{*}\) shows that \(b\) satisfies Eq. (5.6) on
At \(t=\tilde{t}\) we have \(d_{*}(\tilde{t})=0\) and
At \(t=m_1+1\) we have \(d_{*}(m_1+1)=0\) and \(d(m_1+1)=1\) and
(since \(m_1+1>m_2\)), hence
On \((-\infty ,\rho ]\) we have \(d(t)=1\) and \(d_{*}(t)=0\) and \(t-1<0\), hence
On \([m_2+1-\rho ,\infty )\) we have \(d(t)=1\) and \(d_{*}(t)=0\) and \(t-1\ge m_2-\rho \), hence
Proposition 6.2
Let \(n\in {\mathbb {N}}\) and let analytic solutions \(w_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\) and \(q_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\), \(j\in \{1,\ldots ,n\}\), of Eq. (3.1) be given with \(w'_0,w_{1,0},\ldots ,w_{n,0}\) linearly independent and \(a\,y'_{m_2+2},q_{1,m_2+2},\ldots ,q_{n,m_2+2}\) linearly independent. For every \(j\in \{1,\ldots ,n\}\) let a \(C^1\)-function \(d_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\) and a \(C^1\)-solution \(b_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\) of Eq. (5.6) with \(d_{*}=d_j\) be given as in Proposition 6.1, with \(b_j(t)=w_j(t)\) on \((-\infty ,0]\) and \(b_j(t)=q_j(t)\) on \([m_2,\infty )\). Then the segments \(h'_t,b_{1,t},\ldots ,b_{n,t}\) are linearly independent for each \(t\in {\mathbb {R}}\).
Proof
Analyticity and the hypothesis on linear independence combined imply that for every open interval \(J\subset {\mathbb {R}}\) the restrictions of \(w',w_1,\ldots ,w_n\) to \(J\) are linearly independent, as well as the restrictions of \(a\,y',q_1,\ldots ,q_n\) to \(J\). This implies the assertion for all \(t<2\) since for such \(t\) the interval \([t-2,t]\) contains an open subinterval \(J\) on which \(h'(t)=w'(t)\) and \(b_j(t)=w_j(t)\) for all \(j\in \{1,\ldots ,n\}\). Analogously we have for \(t\ge 2>m_2\) that \([t-2,t]\) contains an open subinterval \(J\) on which \(h'(t)=a_hy'(t)\) and \(b_j(t)=q_j(t)\) for all \(j\in \{1,\ldots ,n\}\).
7 Delay Functionals on Finite-Dimensional Manifolds
Let analytic solutions \(w_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\) and \(q_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\), \(j\in \{1,\ldots ,n\}\), of Eq. (3.1) be given as in the hypothesis of Proposition 6.2, and \(C^1\)-functions \(d_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\) and \(b_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\), \(j\in \{1,\ldots ,n\}\), as guaranteed by Proposition 6.1, so that for each \(j\in \{1,\ldots ,n\}\) we have
All of these functions will be kept fixed from here on until Proposition 9.1 and its proof. Set \(\phi _j:=w_{j,0}\in C^1\) for \(j\in \{1,\ldots ,n\}\). Notice that all results from Sect. 5 apply. We proceed accordingly and obtain the map
Recall \(0\in V_n\). From (5.3) we have
Proposition 7.1
The map \(I\) is \(C^1\)-smooth with
and
Proof
1. (Smoothness) According to Corollary 5.1 each map \(x=x^{c,n+2}\), \(c\in V_n\), is \(C^1\)-smooth and satisfies Eq. (5.4) for all \(t\in {\mathbb {R}}\), and \(x_0^{c,n+2}=\hat{E}(c)\). Hence
For \(t\ge 0\) and \(c\in V_n\) this yields
It follows that the restriction of \(I\) to \((2,\infty )\times V_n\) is \(C^1\)-smooth.
Next, let \(t_0\le 2\) and \(c_0\in V_n\) be given. Choose \(t_1<t_0-3\). For every \((t,c)\in (t_0-1,t_0 +1)\times V_n\) we then have \(t=s+t_1\) with
Also, \(x_t^{c,n+2}=G(t-t_1,x_{t_1}^{c,n+2})\), hence
In view of the chain rule and \(t-t_1>2\) we obtain that \(I|(t_0-1,t_0+1)\times V_n\) is \(C^1\)-smooth provided the map
is \(C^1\)-smooth, which is obvious from
for all \(c\in V_n\).
2. (Computation of derivatives) Using (7.1) and the fact that \(h\) is twice continuously differentiable we get
Then let \(j\in \{1,\ldots ,n\}\) be given. For each \(t<0\) and \(c\in V_n\) we have
hence \(D_{j+1}I(t,c)= w_{j,t}=b_{j,t}\). For every \(t\ge 0\) and \(c\in V_n\) we obtain from (7.2) the equation
and thereby
Corollary 5.2 yields \(D(\mathrm{pr }_1\circ G_t\circ \hat{E})(0)e_j=b_t\) with a \(C^1\)-function \(b:[-2,\infty )\rightarrow {\mathbb {R}}\) satisfying Eq. (5.6) for all \(t\ge 0\) and (5.7). As \(b_j|[-2,\infty )\) satisfies the same initial value problem we obtain from Proposition 5.3 (uniqueness) that
Corollary 7.2
Let \(J\subset {\mathbb {R}}\) be a compact interval. Then there exists \(s=s_J>0\) with \((-s,s)^n\subset V_n\) so that the restriction \(I|J\times (-s,s)^n\) itself and all its derivatives \(DI(t,c)\), \((t,c)\in J\times (-s,s)^n\), are injective.
Proof
1. Let \(J\subset {\mathbb {R}}\) be a compact interval. As \(V_n\ni 0\) is open there exists \(s_0>0\) with \((-s_0,s_0)^n\subset V_n\). Suppose the assertion concerning \(I\) is false. Then there are sequences of reals \(t_j\in J\ni \hat{t}_j\) and \(c_j\in (-s_0,s_0)^n\ni \hat{c}_j\), \(j\in {\mathbb {N}}\), with \(c_j\rightarrow 0\) and \(\hat{c}_j\rightarrow 0\) for \(j\rightarrow \infty \), and for all \(j\in {\mathbb {N}}\), \((t_j,c_j)\ne (\hat{t}_j,\hat{c}_j)\) and \(I(t_j,c_j)=I(\hat{t}_j,\hat{c}_j)\). Passing to subsequences we may assume \(t_j\rightarrow t\in J\) and \(\hat{t}_j\rightarrow \hat{t}\in J\) as \(j\rightarrow \infty \). In case \(t\ne \hat{t}\) we get \(h_t=I(t,0)=I(\hat{t},0)=h_{\hat{t}}\), which contradicts injectivity of the flowline \(t\mapsto h_t\) (Proposition 3.2 of [18]).
In case \(t=\hat{t}\) the mean value theorem yields
for every \(j\in {\mathbb {N}}\). Setting \(r_j=|(\hat{t}_j,\hat{c}_j)-(t_j,c_j)|\) \((\ne 0)\) for \(j\in {\mathbb {N}}\) we have
for all \(j\in {\mathbb {N}}\). Passing to subsequences we may assume
As
and
for \(j\rightarrow \infty \) we arrive at
which is a contradiction to linear independence (Proposition 6.2).
It follows that for some \(\hat{s}_J\in (0,s_0)\) the restriction
is injective.
2. Suppose the assertion concerning \(DI\) is false. Then there are sequences of reals \(t_j\in J\) and \(c_j\in (-s_0,s_0)^n\), \(j\in {\mathbb {N}}\), with \(c_j\rightarrow 0\) and \(DI(t_j,c_j)\) not injective. It follows that for each \(j\in {\mathbb {N}}\) the vectors
are linearly dependent, and there exist \(r_j\in S^n\subset {\mathbb {R}}^{n+1}\) with
Passing to subsequences we may assume \(r_j\rightarrow r_0\in S^n\) and \(t_j\rightarrow t\in J\) for \(j\rightarrow \infty \). Passing to limits we arrive at
which is a contradiction as in part 1 of the proof.
It follows that for some \(s_J\in (0,\hat{s}_J)\) all derivatives \(DI(t,c)\), \((t,c)\in J\times (-s_J,s_J)^n\), are injective.
We fix \(t_1<0\) and \(t_2>m_2+2\), set \(J:=[t_1,t_2]\), and choose \(s=s_J\) according to Corollary 7.2.
Corollary 7.3
The set \(M:=I((t_1,t_2)\times (-s,s)^n)\subset C^1\subset C\) is an \((n+1)\)-dimensional \(C^1\)-submanifold of the space \(C\), and the map \(I_C:(t_1,t_2)\times (-s,s)^n\rightarrow M\) given by \(I_C(t,c)=I(t,c)\) is a \(C^1\)-diffeomorphism.
Proof
Use Corollary 7.2, employ the inclusion map \(C^1\rightarrow C\), and apply Proposition 10.5 from [18].
The \(C^1\)-map
satisfies
It follows that the delay functional \(d_M:C\supset M\rightarrow (0,2)\) given by
is \(C^1\)-smooth. For each \((t,c)\in (t_1,t_2)\times (-s,s)^n\) we have
Using this and Eq. (5.2) we obtain that for each \(c\in (-s,s)^n\) the function \(x=x^c\) satisfies the autonomous equation
with state-dependent delay for all \(t\in (t_1,t_2)\). In particular,
because of (5.3). Notice that for \(t\in (t_1,0)\cup (m_2+2,t_2)\) and \(c\in (-s,s)^n\) we have
8 Delay Functionals on Neighbourhoods of the Homoclinic Loop
This section follows almost verbatim Sections 7 and 8 from [18]. In the first part, which corresponds to Section 7 from [18], we extend a restriction of \(d_M\) to a compact neighbourhood of the orbit piece \(\{h_t:0\le t\le m_2+2\}\) in \(M\) to an open neighbourhood of \(M\) in the ambient space \(C\).
Fix \(t_{10}\in (t_1,0)\) and \(t_{20}\in (m_2+2,t_2)\). For every \(t\in [t_{10},t_{20}]\) there are an open neighbourhood \(U_t\) of \(h_t\in M\) in \(C\), a radius \(r(t)>0\), a closed subspace \(Q_t\) of codimension \(n+1\) in \(C\), and a \(C^1\)-diffeomorphism \(R_t\) from \(U_t\) onto \({\mathbb {R}}^{n+1}_{r(t)}\times Q_{r(t)}\), with
As \(H:{\mathbb {R}}\ni t\mapsto h_t\in C\) is injective (Proposition 3.2 from [18]) we can choose the neigbourhoods \(U_t\) in such a way that
By compactness of the orbit piece \(\{h_t:t_{10}\le t\le t_{20}\}\) there exist \(s_1<\ldots <s_m\) in \([t_{10},t_{20}]\) so that the sets \(U_{\mu }=U_{s_{\mu }}\), \(\mu \in \{1,\ldots ,m\}\), cover the orbit piece \(H([t_{10},t_{20}])\). Observe that (8.1) implies \(s_1=t_{10}\) and \(s_m=t_{20}\).
Using compactness once again we find \(r\in (0,s_J)\) so that
For the open covering \((U_{\mu })_{\mu =1}^m\) of the compact subset \(K\) of the manifold \(M\) there exists a subordinate continuously differentiable partition of unity \((\eta _{\iota })_{\iota =1}^j\), that is, each \(\eta _{\iota }:M\rightarrow [0,1]\) is continuously differentiable and has compact support, for every \(\iota \in \{1,\ldots ,j\}\) there exists \(\mu \in \{1,\ldots ,m\}\) with \( \text{ supp } (\eta _{\iota })\subset U_{\mu }\cap M\), and for every \(\phi \in K\),
There exists a map \(\{1,\ldots ,j\}\ni \iota \mapsto \mu (\iota )\in \{1,\ldots ,m\}\) with
As in the first part of the proof of Proposition 8.1 of [18] we get
Now let \(\iota \in \{1,\ldots ,j\}\) be given. The next objective is the construction of a \(C^1\)-function
with \(M\subset {\varDelta }_{\iota }\) and
We abbreviate
Then
Set
Obviously,
and
with the projection
onto the first factor. The map \(\hat{d}=\overline{d}_{\iota }\), \(\hat{d}:V_{\mu (\iota )}\rightarrow {\mathbb {R}}\), given by
is \(C^1\)-smooth (Fig. 4).
Proposition 8.1
Let \(\iota \in \{1,\ldots ,j\}\) be given. Every \(\phi \in M\setminus \text{ supp } (\eta _{\iota })\) has an open neighbourhood \(V_{\phi ,\iota }\) in \(C\) with
In particular, \(V_{\phi ,\iota }\cap \text{ supp } (\eta _{\iota })=\emptyset \).
Proof
See the proof of Proposition 7.1 in [18].
For \(\iota \in \{1,\ldots ,j\}\) given we continue as in Section 7 of [18], choose neighbourhoods \(V_{\phi ,\iota }\) according to Proposition 8.1, and consider the set
which is open in \(C\). We have
and the open set
contains
Proposition 8.2
Let \(\iota \in \{1,\ldots ,j\}\) be given. For every \(\psi \in \hat{V}_{\iota }\cap V_{\mu (\iota )}\) we have \(\overline{d}_{\iota }(\psi )=0\).
Proof
See the proof of Proposition 7.2 in [18].
For each \(\iota \in \{1,\ldots ,j\}\) we extend \(\overline{d}_{\iota }:V_{\mu (\iota )}\rightarrow {\mathbb {R}}\) to a map on \({\varDelta }_{\iota }\) by \(\overline{d}_{\iota }(\psi )=0\) on \(\hat{V}_{\iota }\). The extended map \(\overline{d}_{\iota }:{\varDelta }_{\iota }\rightarrow {\mathbb {R}}\) is \(C^1\)-smooth.
Corollary 8.3
Let \(\iota \in \{1,\ldots ,j\}\) be given. For all \(\psi \in M\) we have \(\overline{d}_{\iota }(\psi )=\eta _{\iota }(\psi )d_M(\psi )\).
Proof
See the proof of Corollary 7.3 in [18].
The set \({\varDelta }^{*}:=\cap _{\iota =1}^j{\varDelta }_{\iota }\quad (\supset M)\) is open in \(C\), and the map
given by \(d^{*}(\phi )=\sum _{\iota =1}^j\overline{d}_{\iota }(\phi )\) is \(C^1\)-smooth.
Corollary 8.4
For every \(\phi \in K\subset M\) we have \(d^{*}(\phi )=d_M(\phi )\).
Proof
Use Corollary 8.3 and
for \(\phi \in K\subset M\).
The construction of the desired delay functional on a neighbourhood of the homoclinic loop \(H({\mathbb {R}})\cup \{0\}\subset C\) requires a modification of \(d^{*}\). This is done as in Section 8 of [18].
The next intermediate step is to find \(t_{11}\in (t_{10},0)\) and an open neighbourhood \(V_{11}\subset {\varDelta }^{*}\) of \(h_{t_{11}}\) in \(C\) so that
Observe that for all \(\iota \in J_1\) and \(\phi \in V_1\) we have
Proposition 8.5
For every \(\iota \in J_1'=\{1,\ldots ,j\}\setminus J_1\) we have \(\mu (\iota )\in \{2,\ldots ,j\}\), and for all \(\phi \in (U_1\setminus \cup _{\mu =2}^m\overline{U_{\mu }})\cap {\varDelta }_{\iota }\) we have
Proof
See the proof of Proposition 8.1 (ii) in [18].
By (8.1) the open set \(U_1\setminus \cup _{\mu =2}^m\overline{U_{\mu }}\) contains \(h_{t_{10}}\). As \(H\) is continuous there exists \(t_{11}\in (t_{10},0)\) with
Recall \(U_1=U_{s_1}\). Then
As \(I_C\) is a \(C^1\)-diffeomorphism the set \(I_C((t_{10},0)\times (-r,r)^n)\) is an open subset of \(M\) which contains \(h_{t_{11}}\). By continuity there exists \(\rho _1\in (0,\frac{r(s_1)}{4})\) so that
For every \(\phi \in R_{s_1}^{-1}(({\mathbb {R}}^{n+1}_{\rho _1}+\mathrm{pr }_1R_{s_1} (h_{t_{11}}))\times \{0\})\) we infer from (8.4) that
The set
is open in \(C\) and contains \(h_{t_{11}}\). Using \(\rho _1<\frac{r(s_1)}{4}\) and (8.3) we get
Proposition 8.6
For every \(\phi \in V_{11}\), \(d^{*}(\phi )=1\).
Proof
See the proof of Proposition 8.2 in [18].
In the same way as above we find \(t_{21}\in (m_2+2,t_{20})\) and an open neighbourhood \(V_{21}\subset {\varDelta }^{*}\) of \(h_{t_{21}}\) in \(C\) so that
Now we can complete the construction of the delay functional on a neighbourhood of \(H({\mathbb {R}})\cup \{0\}\) in \(C\). We choose \(t'_{11}\in (t_{10},t_{11})\) and \(t''_{11}\in (t_{11},0)\) so that
and similarly \(t'_{21}\in (m_2+2,t_{21})\) and \(t''_{21}\in (t_{21}, t_{20})\) so that
The sets \(\{0\}\cup H((-\infty ,t'_{11}])\cup H([t''_{21},\infty ))\) and \(H([t''_{11},t'_{21}])\subset M\subset {\varDelta }^{*}\) are compact and disjoint since \(H\) is injective, see Proposition 3.2 in [18]. Consequently there are disjoint open neighbourhoods \(N_0\) of \(\{0\}\cup H((-\infty ,t'_{11}])\cup H([t''_{21},\infty ))\) in \(C\) and \(N\) of \(H([t''_{11},t'_{21}])\) in \(C\). We may assume \(N\subset {\varDelta }^{*}\). Since \(d_M(M)\subset (0,2)\) and \(d^{*}(\phi )=d_M(\phi )\) on \(K\supset H([t''_{11},t'_{21}])\) (see Corollary 8.4) we may also assume \(d^{*}(\phi )\in (0,2)\) on \(N\). The open subset
of \(C\) contains \(H({\mathbb {R}})\cup \{0\}\). On \(N\cap (V_{11}\cup V_{21})\) we have \(d_{*}(\phi )=1\). It follows that the equations
define a \(C^1\)-map \(d_{{\varDelta }}:{\varDelta }\rightarrow (0,2)\). The continuity of \(I_C\) and the compactness of \(H([t''_{11},t'_{21}])\subset N\) imply that there exists \(r_{{\varDelta }}\in (0,r)\) so that
is contained in \(N\).
Proposition 8.7
For every \(t\in {\mathbb {R}}\) we have \(d_{{\varDelta }}(h_t)=d(t)\), and for all \(t\in [t''_{11},t'_{21}]\) and \(c\in (-r_{{\varDelta }},r_{{\varDelta }})^n\),
Proof
(Compare the proof of Proposition 8.3 in [18]) For \(t\le t''_{11}\) we have \(h_t\in N_0\cup V_{11}\), hence \(d_{{\varDelta }}(h_t)=1\). As \(t<0\) we also have \(d(t)=1\). Analogously one finds \(d_{{\varDelta }}(h_t)=1=d(t)\) for \(t\ge t'_{21}\).
For \(t''_{11}\le t\le t'_{21}\) and \(c\in (-r_{{\varDelta }},r_{{\varDelta }})^n\) we have \(I_C(t,c)\in K_{{\varDelta }}\subset N\) \((\subset {\varDelta })\), hence \(d_{{\varDelta }}(I_C(t,c))=d^{*}(I_C(t,c))\).
As \(t_{10}<t_{11}<t''_{11}<0\) and \(m_2+2<t'_{21}<t_{21}<t_{21}''<t_{20}\) and \(c\in (-r_{{\varDelta }},r_{{\varDelta }})^n\) we also have \(I_C(t,c)\in K\). Hence
For \(c=0\), obviously
also for \(t_{11}''\le t\le t_{21}''\).
It follows that the solution \(x=h\) of Eq. (3.7) also satisfies Eq. (3.8),
for all \(t\in {\mathbb {R}}\), and that the solutions \(x^c\) of Eq. (5.2), \(c\in (-r_{{\varDelta }},r_{{\varDelta }})^n\), satisfy Eq. (3.8) for all \(t\in [t''_{11},t'_{21}]\).
For the next section we also need the following result.
Corollary 8.8
Let reals \(t_-\le t_+\) be given. There exists \(\overline{r}\in (0,r_{{\varDelta }})\) with \(I_C([t_-,t_+]\times (-\overline{r},\overline{r})^n)\in {\varDelta }\) and
Proof
(See the proof of Corollary 8.4 in [18]) In case \(t_-<t''_{11}\) we have \(H([t_-,t''_{11}])\subset N_0\cup V_{11}\). Using compactness and continuity we find \(\overline{r}\in (0,r_{{\varDelta }})\) with
On \([t_-,t''_{11}]\times [-\overline{r},\overline{r}]^n\) we get
Proposition 8.7 contains the desired equation on \([t_{11}'',t_{21}']\times [-\overline{r},\overline{r}]^n\). Now it becomes obvious how to complete the proof using Proposition 8.7 and \(d(t)=1\) for \(t\ge t'_{21}\) and \(d_{{\varDelta }}(\phi )=1\) on \(N_0\cup V_{21}\).
9 Linearization Along the Homoclinic Curve
As in Sect. 3 we obtain from \(C^1\)-smoothness of the map \(d_{{\varDelta }}:C\supset {\varDelta }\rightarrow (0,2)\) that the maximal \(C^1\)-solutions \(x=x^{\phi }\), \(x:[-r,t_e(\phi ))\rightarrow {\mathbb {R}}^n\), \(0<t_e(\phi )\le \infty \), of the initial value problem given by Eq. (3.8) and the initial condition
define a continuous semiflow \(F:{\varOmega }\rightarrow X\) on the \(C^1\)-submanifold \(X:=X_{{\varDelta }}\) of \(C^1\), with domain \({\varOmega }:=\{(t,\phi )\in [0,\infty )\times X:t<t_e(\phi )\}\) and \(F(t,\phi )=x^{\phi }_t\). Let
be given by \(f(\phi )=-\alpha \,\phi (-d_{{\varDelta }}(\phi ))\). The \(C^1\)-maps \(F_t\), \(t\ge 0\), with nonempty domain \({\varOmega }_t:=\{\phi \in X:t<t_e(\phi )\}\) and \(F_t(\phi )=F(t,\phi )\), satisfy
with the \(C^1\)-solution \(v=v^{\phi ,\chi }\), \(v:[-r,t_e(\phi ))\rightarrow {\mathbb {R}}^n\), of the initial value problem
The restriction of \(F\) to the set \(\{(t,\phi )\in {\varOmega }:2<t\}\) is \(C^1\)-smooth, with
From Eq. (3.8) for \(x=h\) we infer
It follows that
Proposition 9.1
For every \(j\in \{1,\ldots ,n\}\), for all reals \(s\le t_{11}'\) and for all reals \(t\ge t_{21}''\) we have
Proof
Let \(j\in \{1,\ldots ,n\}\) be given, and let \(d_{{\varDelta },1}\) denote the \(C^1\)-map \(C^1\supset {\varDelta }\cap C^1\ni \phi \mapsto d_{{\varDelta }}(\phi )\in (0,2)\). For each \(t\in {\mathbb {R}}\) we get
A computation as in Sect. 3 shows that for every \(\phi \in {\varDelta }\cap C^1\) and for all \(\chi \in C^1\) we have
It follows that for every \(t\in {\mathbb {R}}\),
The preceding equation implies that for all reals \(s\) and \(\tau \ge 0\) we have
Finally, use \(b_j(t)=w_j(t)\) on \((-\infty ,0]\) and \(b_j(t)=q_j(t)\) on \([m_2,\infty )\).
Before we state what has been achieved in a theorem it may be convenient to recall that for \(\alpha \in \left( \frac{\pi }{2},\frac{5\pi }{2}\right) \) we defined \(w:{\mathbb {R}}\rightarrow {\mathbb {R}}\) by \(w(t)=e^{u_0t}\sin (v_0t)\) and \(y:{\mathbb {R}}\rightarrow {\mathbb {R}}\) by \(y(t)=e^{ut}\sin (vt)\), with \(\lambda _0=u_0+iv_0\) the eigenvalue of the generator of the semigroup \(T_{\alpha }\) in \((0,\infty )+i(0,\infty )\) and \(\lambda =u+iv\) the eigenvalue in \((-\infty ,0)+i(0,\infty )\) with largest real part.
Theorem 9.2
There exist \(\alpha _0\in \left( \frac{\pi }{2},\frac{5\pi }{2}\right) \) so that for every \(\alpha \in \left( \alpha _0,\frac{5\pi }{2}\right) \) there is a real \(a_h>0\) with the following properties. For every \(n\in {\mathbb {N}}\), and for all families of analytic solutions \(w_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\) and \(q_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\), \(j\in \{1,\ldots ,n\}\), of Eq. (3.1) with \(w'_0,w_{1,0},\ldots ,w_{n,0}\) linearly independent and \(y_{m_2+2}',q_{1,m_2+2},\ldots ,q_{n,m_2+2}\) linearly independent there are an open neighbourhood \({\varDelta }\) of \(0\) in \(C\) and a \(C^1\)-functional \(d_{{\varDelta }}:C\supset {\varDelta }\rightarrow (0,2)\) so that
-
(i)
\(d_{{\varDelta }}(\phi )=1\) on a neigbourhood of \(0\) in \(C\),
-
(ii)
Eq. (3.8),
$$\begin{aligned} x'(t)=-\alpha \,x\left( t-d_{{\varDelta }}(x_t)\right) , \end{aligned}$$has a \(C^1\)-solution \(h:{\mathbb {R}}\rightarrow {\mathbb {R}}\) with \(h(t)=w(t)\) on \((-\infty ,0]\) and \(h(t)=a_hy(t)\) on \([1,\infty )\); in particular, \(h(t)\rightarrow 0\) for \(|t|\rightarrow \infty \),
-
(iii)
The maximal \(C^1\)-solutions \([-2,t_e)\rightarrow {\mathbb {R}}\) of Eq. (3.8) define a semiflow \(F\) on the \(C^1\)-submanifold
$$\begin{aligned} X:=\{\phi \in {\varDelta }\cap C^1:\phi '(0)=-\alpha \,\phi (-d_{{\varDelta }}(\phi ))\}. \end{aligned}$$There exist \(s_0\le 0\) and \(t_0\ge 3\) so that for all \(s\le s_0\) and all \(t\ge t_0\) we have
$$\begin{aligned} D_2F(t-s,h_s)h'_s=h'_t, \end{aligned}$$and for every \(j\in \{1,\ldots ,n\}\),
$$\begin{aligned} w_{j,s}\in T_{h_s}X,\quad q_{j,t}\in T_{h_t}X,\quad \text {and}\quad D_2F(t-s,h_s)w_{j,s}=q_{j,t}. \end{aligned}$$
Corollary 9.3
There exist \(\alpha _0\in \left( \frac{\pi }{2},\frac{5\pi }{2}\right) \) so that for every \(\alpha \in \left( \alpha _0,\frac{5\pi }{2}\right) \) there is a real \(a_h>0\) with the following properties. There are an open neighbourhood \({\varDelta }\) of \(0\) in \(C\) and a \(C^1\)-functional \(d_{{\varDelta }}:C\supset {\varDelta }\rightarrow (0,2)\) so that
-
(i)
\(d_{{\varDelta }}(\phi )=1\) on a neigbourhood of \(0\) in \(C\),
-
(ii)
and Eq. (3.8), namely,
$$\begin{aligned} x'(t)=-\alpha \,x\left( t-d_{{\varDelta }}(x_t)\right) \end{aligned}$$has a \(C^1\)-solution \(h:{\mathbb {R}}\rightarrow {\mathbb {R}}\) with \(h(t)=w(t)\) on \((-\infty ,0]\) and \(h(t)=a_hy(t)\) on \([1,\infty )\); in particular, \(h(t)\rightarrow 0\) for \(|t|\rightarrow \infty \),
-
(iii)
The maximal \(C^1\)-solutions \([-2,t_e)\rightarrow {\mathbb {R}}\) of Eq. (3.8) define a semiflow \(F\) on the \(C^1\)-submanifold
$$\begin{aligned} X:=\left\{ \phi \in {\varDelta }\cap C^1:\phi '(0)=-\alpha \, \phi (-d_{{\varDelta }}(\phi ))\right\} . \end{aligned}$$There exist \(s_0\le 0\) and \(t_0\ge 3\) so that for all \(s\le s_0\) and all \(t\ge t_0\), with
$$\begin{aligned} Y:=T_0X=\left\{ \chi \in C^1:\chi '(0)=-\alpha \chi (-1)\right\} \quad \text {and}\quad Y_s:=C_s\cap Y\supset C_i, \end{aligned}$$we have
$$\begin{aligned} T_{h_s}X=T_{h_t}X=Y=Y_s\oplus C_u, \end{aligned}$$and
$$\begin{aligned} h'_s&\in C_u,\\ h'_t&\in C_i,\\ D_2F(t-s,h_s)h'_s&= h'_t,\\ D_2F(t-s,h_s)(C_i\oplus C_u)&= (C_i\oplus C_u)\quad (\text {this is 3.9}),\\ (D_2F(t-s,h_s)C_u)\cap Y_s&= {\mathbb {R}}h'_t\qquad \qquad \; (\text {this is 3.6}). \end{aligned}$$
Proof
Recall \(0\ne w'_t\in C_u\) and \(0\ne y'_t\in C_i\) for all \(t\in {\mathbb {R}}\). There are analytic solutions \(w_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\) and \(q_j:{\mathbb {R}}\rightarrow {\mathbb {R}}\) of Eq. (3.1), \(j\in \{1,2,3\}\), so that for all \(t\in {\mathbb {R}}\) \(w_t',w_{1,t}\) form a basis of \(C_u\) and \(w_{2,t},w_{3,t}\) form a basis of \(C_i\), \(y'_t,q_{1,t}\) form a basis of \(C_i\), and \(q_{2,t},q_{3,t}\) form a basis of \(C_u\). Theorem 9.2 with \(n=3\) yields that for \(s\le s_0\) and \(t\ge t_0\) the derivative \(D_2F(t-s,h_s):T_{h_s}X\rightarrow T_{h_t}X\) maps a basis of \(C_i\oplus C_u\) onto a basis of the same space.
In particular we can arrange that \(D_2F(t-s,h_s)w_{1,s}=q_{2,t}\quad (\in C_u)\) which yields the minimal intersection property
for all \(s\le s_0\) and \(t\ge t_0\).
10 The Inner Map
From here on we consider the delay functional \(d_{{\varDelta }}:C\supset {\varDelta }\rightarrow (0,2)\) from Corollary 9.3. Then there exists \(\theta >m_2+2\) so that for all \(s\le -\theta \) and for all \(t\ge \theta \) we have (3.9) and the minimal intersection property (3.6).
Let \(W\subset {\varDelta }\subset C\) denote a neighbourhood of \(0\in C\) on which \(d(\phi )=1\). Then
and for every \(t\ge 0\) and \(\phi \in X\cap W\) with \(F([0,t]\times \{\phi \})\subset W\),
In the sequel we introduce hypersurfaces \(H_i\) and \(H_u\) which will be solid tori in \(Y\cap W\) with central circles \(S_i\subset C_i\) and \(S_u\subset C_u\), respectively. Upon that we define the inner map as the shift along phase curves from \(H_i\setminus Y_s\) to \(H_u\setminus S_u=H_u\setminus C_u\). This requires some preparation concerning the semigroups \(T\) on \(C\) and \((D_2F(t,0))_{t\ge 0}\) on \(Y\). Recall that \(D_2F(t,0)\chi =T(t)\chi \) for all \(\chi \in Y\).
Recall \(\lambda _0=u_0+ iv_0,\lambda =u+iv\) from Sects. 3 and 4 and let \(C_<\subset C\) denote the realified generalized eigenspace associated with the subset of the spectrum of the generator of the semigroup \(T\) given by \( \text{ Re }(\zeta )<u<0\). From the invariant decomposition \(C=C_<\oplus C_i\oplus C_u\) we obtain the decomposition
with \(Y_<=C_<\cap Y\) which is positively invariant under the operators \(D_2F(t,0):Y\rightarrow Y\), \(t\ge 0\). The projections \(Y\rightarrow Y\) onto \(Y_<,C_i,C_u\) which are given by the decomposition (10.1) are denoted by \(P_<,P_i,P_u\), respectively.
For the exponential decay of phase curves \(T(\cdot )\chi \) in \(Y_<\) we have the estimate
with constants \(c_<\ge 1\) and \(-\eta _<<u<0\).
We turn to the action of \(T\) on \(C_i\oplus C_u\). The complex-valued functions \(e^{\lambda _0\cdot }:[-2,0]\rightarrow {\mathbb {C}}\) and \(e^{\lambda \cdot }:[-2,0]\rightarrow {\mathbb {C}}\) are eigenvectors associated with the eigenvalues \(\lambda _0=u_0+ iv_0\) and \(\lambda =u+iv\) of the generator of \(T\). The functions \(c_u:[-2,0]\rightarrow {\mathbb {R}}\) and \(s_u:[-2,0]\rightarrow {\mathbb {R}}\) given by
form a basis of \(C_u\), and the functions \(c_i:[-2,0]\rightarrow {\mathbb {R}}\) and \(s_i:[-2,0]\rightarrow {\mathbb {R}}\}\) given by
form a basis of \(C_i\). For reals \(a,b\) and \(t\ge 0\) and \(z=a+ib\in {\mathbb {C}}\), \(z=|z|e^{i\phi }\) with \(\phi \in {\mathbb {R}}\), we use the extension of the semigroup to complex-valued data \([-2,0]\rightarrow {\mathbb {C}}\) and obtain
hence
Analogously,
It will be convenient to introduce the isomorphism
with \({\mathbb {C}}\) considered as a vector space over \({\mathbb {R}}\). A first consequence is the formula
for \(y_<\in Y_<\), \(z=|z|e^{i\phi }\in {\mathbb {C}}\), and \(|z_0|e^{i\psi }\in {\mathbb {C}}\), with reals \(\phi ,\psi \).
Now choose \(\epsilon _0>0\) so that
is contained in \(W\). Then choose positive reals \(r<R_i<R\) with
and such that for all \(y_<\in Y_<\) and for all positive reals \(q\le R_i\) we have
Consider the hypersurfaces
in \(Y\cap W=X\cap W\).
The central circles in these solid tori are the sets
respectively (Fig. 5).
For every \(t\le 0\) the homoclinic solution \(h\) satisfies \(h_t\in C_u\), and for all \(a\in [-2,0]\),
hence
and thereby,
for all \(t\le 0\). Analogously we have for all \(t\ge m_2+2\) that \(h_t\in C_i\) and
The choice of \(R<e^{-u_0\theta }\) and \(r<A\,e^{u\theta }\) above implies that there exist \(t_u\le -\theta \) and \(t_i\ge \theta \) with \(h_{t_u}\in H_u\) and \(h_{t_i}\in H_i\).
Using (10.5) we see that a phase curve \([0,\infty )\ni t\mapsto T(t)\chi \in C^1\) of the semigroup \(T\) which starts from \(\chi =K(y_<,z,z_0)\in H_i\setminus Y_s\), that is, with \(0<|z_0|\le R_i<R\), reaches the level set
at
Let \(\sigma _0:H_i\setminus Y_s\rightarrow (0,\infty )\) be the stopping time map given by
for \(\chi =K(y_<,z,z_0)\in H_i\setminus Y_s\). It will be convenient to introduce also the map
which permits us to write
for \(\chi =K(y_<,z,z_0)\in H_i\setminus Y_s\).
The estimate (10.2), the choice \(c_<r<\epsilon _0\), and the representations (10.3) and (10.4) of the semigroup on \(C_i\) and on \(C_u\) combined show that all \(T(t)\chi \) with \(0\le t\le \sigma _0(\chi ),\chi \in H_i\setminus Y_s\), belong to a bounded set \(W_b\subset W\), hence \(T(t)\chi =F(t,\chi )\) for these \(t\) and \(\chi \). Using this fact and (10.5) we see that the inner map
is given as follows (Fig. 6).
For \(\chi =K(y_<,z,z_0), |y_<|_1\le r, z=re^{i\phi }, z_0=|z_0|e^{i\psi }\) with \(0<|z_0|\le R_i<R\) and reals \(\phi ,\psi \), we have \({\varSigma }_0(\chi )=K(\hat{y}_<,\hat{z},\hat{z_0})\) with
Proposition 10.1
\({\varSigma }_0(H_i\setminus Y_s)\) has compact closure in \(Y\).
Proof
The inequality
yields \(\sigma _0(\chi )\ge 2\) on \(H_i\setminus Y_s\). The fact that the set of all \(T(t)\chi \), \(0\le t\le \sigma _0(\chi )\) and \(\chi \in H_i\setminus Y_s\), is bounded means that the solutions \(y^{\chi }:[-2,\infty )\rightarrow {\mathbb {R}}\) of the initial value problem
and their derivatives are uniformly bounded on \([-2,\sigma _0(\chi )]\). It follows that there is a constant \(L\ge 0\) such that
Using the preceding equation we infer that \(\, \text{ Lip }((y^{\chi })'|[0,\sigma _0(\chi )])\le \alpha \,L\) for all \(\chi \in H_i\setminus Y_s\). As \(2\le \sigma _0(\chi )\) this yields \(\, \text{ Lip }((y^{\chi }_{\sigma _0(\chi )})')\le \alpha L\) for all \(\chi \in H_i\setminus Y_s\). Altogether,
Now a twofold application of the Arzelà–Ascoli theorem leads to the assertion.
11 The Outer Map
In this section we define an outer map following phase curves from a neighbourhood of \(h_{t_u}\) in \(H_u\) to their intersection with \(H_i\). The first step towards the outer map prepares the existence of a suitable stopping time map.
For every tangent vector \(z\in T_{h_{t_i}}H_i\) there is a differentiable curve \(\zeta \) in \(H_i\subset Y_<+S^1_i+C_u\) with \(\zeta (0)=h_{t_i}\) and \(z=\zeta '(0)\). The function \(c_r\circ \zeta \), with \(c_r:Y\ni \chi \mapsto |K_i^{-1}P_i\chi |\in {\mathbb {R}}\), is constant. This implies
For the phase curve \(H_1:{\mathbb {R}}\ni t\mapsto h_t\in C^1\) with range in \(X\) and for \(t\ge m_2+2\) we obtain \(c_r(H_1(t))=|K^{-1} P_i(H_1(t))|=A\,e^{ut}\), hence
which yields
See [18] for the equation. The transversality condition (11.1), the fact that the semiflow \(F\) is continuously differentiable on the part of its domain given by \(t>2\), and the inequality \(t_i-t_u>2\) combined yield a continuously differentiable stopping time map
on an open neighbourhood \(V_{\sigma _1}\subset W_0\) of \(h_{t_u}\) in \(Y\), with
As \(h_{t_i}=F(\sigma _1(h_{t_u}),h_{t_u})\) is in \(C_i\) the components of \(h_{t_i}\) in \(Y_<\) and in \(C_u\) vanish. It follows that there is an open neighbourhood \(V\subset V_{\sigma _1}\) of \(h_{t_u}\) in \(Y\) so that each \(F(\sigma _1(\chi ),\chi )\in H_i\), \(\chi \in V\), belongs to the \(C^1\)-submanifold
of the space \(Y\), and we obtain the continuously differentiable outer map
with
Recall that for any \(\chi \in Y\),
with the projection \(P_h:Y\rightarrow Y\) along \({\mathbb {R}}h_{t_i}'\) onto \(T_{h_{t_i}}H_i\), because of the relations
We have
with \(\tau _u=\omega '(0)\ne 0\) for the curve
where \(\psi _u\in [-\pi ,\pi )\) and
Similarly,
with \(\tau _i=\rho '(0)\ne 0\) for the curve
where \(\phi _i\in [-\pi ,\pi )\) and
Because of (11.1) the vectors \(\tau _i\in C_i\) and \(h_{t_i}'\in C_i\) are linearly independent, and because of the relation
analogous to (11.1) the vectors \(\tau _u\in C_u\) and \(h_{t_u}'\in C_u\) are linearly independent. For all \(y_<\in Y_<,a\in {\mathbb {R}}, b\in {\mathbb {R}},\chi _u\in C_u\) we have
It is convenient to recall here that
Proposition 11.1
Proof
Using (11.3) and (11.2) we infer
It remains to show that the restriction of \(D{\varSigma }_1(h_{t_u})\) to \(C_i\oplus {\mathbb {R}}\tau _u\) is injective. So let \(\chi \in C_i\oplus {\mathbb {R}}\tau _u\) with \(0=D{\varSigma }_1(h_{t_u})\chi =P_hD_2F(t_i-t_u,h_{t_u})\chi \) be given. Then \(D_2F(t_i-t_u,h_{t_u})\chi \in {\mathbb {R}}h_{t_i}'\). Using \(D_2F(t_i-t_u,h_{t_u})h_{t_u}'=h_{t_i}'\) (see Theorem 9.2), \(h_{t_u}'\in C_u\) and (11.3) we obtain
and it follows that \(\chi \in {\mathbb {R}}h_{t_u}'\cap (C_i \oplus {\mathbb {R}}\tau _u)=\{0\}\).
We proceed to a transversality condition for the outer map.
Proposition 11.2
Proof
1. From (11.3) we get \(D_2F(t_i-t_u,h_{t_u})\tau _u\in C_i\oplus C_u\). Suppose \(D_2F(t_i-t_u,h_{t_u})\tau _u\in C_i\). As \(\tau _u\) and \(h_{t_u}'\) form a basis of \(C_u\) and
we obtain \(D_2F(t_i-t_u,h_{t_u})C_u\subset C_i\subset Y_s\) which in view of (11.3) yields
in contradiction to the minimal intersection property (3.6) with \(t_u\le -\theta ,t_i\ge \theta \).
2. We just showed \(D_2F(t_i-t_u,h_{t_u})\tau _u\in (C_i\oplus C_u)\setminus C_i\). The decompositions
and
in combination with
for some \(a,b\) in \({\mathbb {R}}\) and \(0\ne \chi _u\in C_u\), the latter because of part 1, yield
For later use we translate the previous results into statements about global coordinates on \(H_u\) and \(H_i\), respectively. Consider the injective maps
and
We have
The map \(\mathbf{C}_u\) defines a \(C^1\)-diffeomorphism from \(Y_{<,r}\times {\mathbb {C}}_r\times (-\pi ,\pi )\) into the \(C^1\)-submanifold
of the space \(Y\), with
and the map \(\mathbf{C}_i\) defines a \(C^1\)-diffeomorphism from \(Y_{<,r}\times (-\pi ,\pi )\times {\mathbb {C}}_r\) into the \(C^1\)-submanifold \(\mathop {H_i}\limits ^{\circ }\subset H_i\) of the space \(Y\), with
Let us distinguish the null elements of the spaces \(Y_<,{\mathbb {C}},{\mathbb {R}}\) by writing \(0_<,0_{{\mathbb {C}}},0_{{\mathbb {R}}}\), respectively, and define
Then
Now consider the outer map \({\varSigma }_1\) in terms of coordinates, namely, the map
given by
The map \(P_1\) is defined on a neighbourhood of the origin in \(Y_<\times {\mathbb {C}}\times {\mathbb {R}}\), has its range in \(\overline{Y_{<,r}} \times [-\pi ,\pi )\times \overline{{\mathbb {C}}_r}\), satisfies
and is continuously differentiable on
Proposition 11.1 in combination with (11.4)–(11.19) yields
It follows that
-
(T1)
the induced map \(D_1:\{0_<\}\times {\mathbb {C}}\times {\mathbb {R}}\rightarrow \{0_<\}\times {\mathbb {R}}\times {\mathbb {C}}\) is an isomorphism
(of three-dimensional vector spaces over \({\mathbb {R}}\)). Observe that the inverse of the derivative of the \(C^1\)-diffeomorphism
at \(h_{t_i}\) is the linear map \([D\mathbf{C}_i(0_i)]^{-1}\). Using this we infer from Proposition 11.2 that the vector
and the projection
satisfy
-
(T2)
\(\mathrm{pr }_2\xi \ne (0_<,0_{{\mathbb {R}}},0_{{\mathbb {C}}})\).
Clearly the nullspace of \(\mathrm{pr}_2\) is
We end this section with further technical preparations concerning the isomorphism \(D_1\). As a consequence of (T1), the vector \(\xi =D_1(0_<,0_{{\mathbb {C}}},1)\in D_1(\{0_<\}\times \{0_{{\mathbb {C}}}\}\times {\mathbb {R}})\) does not belong to the two-dimensional space (Fig. 9)
Therefore the range of \(D_1\) satisfies
Notice that (T2) yields
From (11.10) and (11.11) we see that there are uniquely determined \(\mu \in {\mathbb {R}}\) and \(f_1\in U_1\setminus \{(0_i\}\) such that
Set \(e_1:=D_1^{-1}f_1\in \{0_<\}\times {\mathbb {C}}\times \{0_{{\mathbb {R}}}\}\). Then \(e_1=(0_<,p_1e^{i\phi _1},0_{{\mathbb {R}}})\) with \(p_1>0\) and \(0\le \phi _1<2\pi \) uniquely determined. Define
Then
Setting \(f_2:=D_1e_1^{\bot }\) we arrive at
which in combination with (11.10) yields
for the range of \(D_1\).
Next we consider the plane \(H:={\mathbb {R}}\,f_2\oplus {\mathbb {R}}\,\xi \subset \{0_<\}\times {\mathbb {R}}\times {\mathbb {C}}\). Using (11.12) and (11.14) we see that the vector \(e_{\phi }\) spanning the nullspace of \(\mathrm{pr }_2\) does not belong to \(H\). Consequently the restriction
defines an isomorphism onto the space \(\{0_<\}\times \{0_{{\mathbb {R}}}\}\times {\mathbb {C}}\). Therefore the vectors \(\mathrm{pr }_2\xi \) and \(\mathrm{pr }_2f_2\) form a basis of the space \(\{0_<\}\times \{0_{{\mathbb {R}}}\}\times {\mathbb {C}}\), which in turn guarantees a constant \(\gamma _2>0\) such that for all reals \(a,b\) we have
In Sect. 13 we will approximate the map \(P\) by a map with values in the space \(H \oplus {\mathbb {R}}\cdot e_{\phi }\), and then consider a simplifying homotopy which eliminates the components in \(e_{\phi }\)-direction, and replaces the values in \(H\) by their projection to \(\{0_<\}\times \{0_{{\mathbb {R}}}\}\times {\mathbb {C}}\) (there property (11.15) is important). The geometric idea of finding disjoint subsets \(N_0, N_1\) in the domain of \(P\), to which the methods from Sect. 2 can be applied, is to define subsets which (ignoring the \(Y_<\)-part) get mapped to ‘different sides’ of the plane \(H\). This means that the components of \(P(x)\) in \(e_{\phi }\)-direction will be positive for \( x \in N_0\) and negative for \( x \in N_1\). In order to control these values, we need to control the values of \(P_0(x)\) in the direction of \(e_1\) and \(e_1^{\perp }\), and we prepare this now.
Let \(<\cdot ,\cdot >:{\mathbb {C}}\times {\mathbb {C}}\rightarrow {\mathbb {R}}\) denote the euclidean scalar product, i.e.,
Obviously, \(e^{i\phi _1}\) and \( e^{i(\phi _1+\frac{\pi }{2})}\) are orthogonal unit vectors with respect to \(<\cdot ,\cdot >\). From the definitions of \( e_1\) and \(e_1^{\perp }\) we obtain for every \(z\in {\mathbb {C}}\)
with the \({\mathbb {R}}-\)linear functionals \(L:{\mathbb {C}}\rightarrow {\mathbb {R}}\) and \(L^{\bot }:{\mathbb {C}}\rightarrow {\mathbb {R}}\) given by
For \(0_{{\mathbb {C}}} \ne z = |z|\cdot e^{i\phi }\) we get
In view of (11.8), we can find \(d_1 \in (0, \pi /2)\) (close to \(\pi /2\)) and \( \varepsilon _1 >0\) such that
and such that if \(0_{{\mathbb {C}}} \ne z = |z|e^{i\phi }\) then with \(\mu \) from (11.12) one has the implication
12 Composition
This section begins with neighbourhoods of the point \(h_{t_u}\) in the domain \(V\) of the outer map which are given by small components in \(Y_<\) and in \(C_i\) and small arcs on \(S_u\ni h_{t_u}\). We find preimages of these neighbourhoods under the inner map on which the composition of the inner and outer maps is defined.
Recall that \(V\) is a neighbourhood of \(h_{t_u}=K(0,0,R\,e^{i\psi _u})\) in \(Y\). There exist \(\gamma _V\in (0,\pi )\) and \(r_V\in (0,r]\) with
such that for every \(\gamma \in (0,\gamma _V]\), \(\tilde{r}\in (0,r_V]\), and \(\hat{r}\in (0,r_V]\) the closed set
is a subset of \(V\) which contains \(h_{t_u}\) (Fig. 10).
For the same \(\gamma ,\tilde{r},\hat{r}\) define (Fig. 11)
and
Then
(and \(h_{t_i}\notin H_i(\gamma ,\tilde{r},\hat{r})\)).
Proposition 12.1
For every \(\gamma \in (0,\gamma _V]\), \(\tilde{r}\in (0,r_V]\), and \(\hat{r}\in (0,r_V]\) we have
Proof
Let \(\chi =K(y_<,z,z_0)\in H_i(\gamma ,\tilde{r},\hat{r})\subset H_i\setminus Y_s\) be given, with \(|y_<|_1\le r\), \(|z|=r\), \(z_0=|z_0|e^{i\psi }\) with \(\psi \in {\mathbb {R}}\) satisfying (12.2) and (12.3), and
Using (10.7)–(10.9) we obtain \({\varSigma }_0(\chi )=K(\hat{y}_<, \hat{z},\hat{z_0})\) with
and
which is not larger than \(\tilde{r}\) because of (12.2). Finally,
with
and (12.3) yields \(\psi _u-\gamma \le \hat{\psi }\le \psi _u+\gamma \). Altogether,
Remark
It is not hard to show that we actually have
see Proposition 4.1 in [19]. Notice that the sets \(H_i(\gamma ,\tilde{r},\hat{r})\) are not closed as \(S_i\subset \overline{H_i(\gamma ,\tilde{r},\hat{r})}\setminus H_i(\gamma ,\tilde{r},\hat{r})\).
Corollary 12.2
\(\overline{{\varSigma }_1\circ {\varSigma }_0( H_i(\gamma ,\tilde{r},\hat{r}))}\) is compact and contained in the set \({\varSigma }_1(V(\gamma ,\tilde{r},\hat{r}))\).
Proof
As \(V(\gamma ,\tilde{r},\hat{r})\) is closed we have \(\overline{{\varSigma }_0 (H_i(\gamma ,\tilde{r},\hat{r}))}\subset V(\gamma ,\tilde{r},\hat{r})\). Proposition 10.1 yields that \(\overline{{\varSigma }_0(H_i(\gamma ,\tilde{r},\hat{r}))}\subset \overline{{\varSigma }_0 (H_i\setminus Y_s)}\) is compact. It follows that \(\overline{{\varSigma }_1 \circ {\varSigma }_0(H_i(\gamma ,\tilde{r},\hat{r}))}\subset {\varSigma }_1 (\overline{{\varSigma }_0(H_i(\gamma ,\tilde{r},\hat{r}))})\) is compact and contained in \({\varSigma }_1(V(\gamma ,\tilde{r},\hat{r}))\).
We express the return map
in terms of coordinates as follows. The inner map in terms of coordinates, namely, the map
has its values in \(\mathbf{C}_u^{-1}(V(\gamma ,\tilde{r},\hat{r})) \subset \mathbf{C}_u^{-1}(V)\), which is the domain of \(P_1\), the outer map in terms of coordinates, and
given by \(P(x)=P_1(P_0(x))\) is the return map in terms of coordinates.
Using the definitions of the maps \(\mathbf{C}_i,\mathbf{C}_u\) and (10.7)–(10.9) we infer \(P_0(y_<,\phi ,z_0)=(\tilde{y}_<,\tilde{z},\tilde{\psi })\) with
Corollary 12.2 implies that \(P\) maps its domain into a compact subset of \(Y_<\times {\mathbb {R}}\times {\mathbb {C}}\) which is contained in the domain \(\overline{Y_{<,r}}\times [-\pi ,\pi )\times \overline{{\mathbb {C}}_r}\) of \(\mathbf{C}_i\).
13 Definition of Suitable Subsets \(N_0, N_1\)
In this section we define disjoint closed subsets \(N_0, N_1\) of the domain of \(P_1 \circ P_0\) for which we can prove that \(P = P_1 \circ P_0\) has symbolic dynamics in the sense of Corollary 2.4.
Choose first \( \bar{\delta }_2 \in (0,\min \{\gamma _V,r_V\}]\) such that \(P_1\) is defined on the set \(Y_{<, \bar{\delta }_2} \times {\mathbb {C}}_{\bar{\delta }_2} \times (-\bar{\delta }_2, \bar{\delta }_2)\) and that with constants \(L_1, c>0\), with \( \xi \) from (T2), and \(\gamma _2\) from (11.15), the following estimates hold for \(y\) and \(\tilde{y}\) in \(Y_{<, \bar{\delta }_2} \times {\mathbb {C}}_{\bar{\delta }_2} \times (-\bar{\delta }_2, \bar{\delta }_2)\):
Choose \(\delta _1 \in (0, 1]\) such that with \( \varepsilon _1\) from (11.19) and \(p_1\) from the definition of \(e_1\) in Sect. 11, one has
We set \(r_< := r/c_<\) (see (10.2)), so that for \(t \ge 0\) one has \(r_<c_<\exp (-\eta _<t)\le r\). Next we choose \( \delta _2 \in (0, \bar{\delta }_2]\) satisfying the following conditions (with \(I_2 := [-\delta _2, \delta _2]\); recall also that \(d_1 < \pi /2\), and the eigenvalues \(u + iv\) and \(u_0 + iv_0\)):
For \(\psi < \psi _u - \delta _2\) we define the interval
which is contained in \((0, R)\), and for \( \vartheta >0 \) we define the following subset of \(Y_< \times {\mathbb {R}}\times {\mathbb {C}}\):
Note that \(\max \mathcal {R}(\psi ) \rightarrow 0 \) and \(\min \Big \{ {\tau (|z_0|)}\;\big | \;{|z_0| \in \mathcal {R}(\psi )}\Big \} \rightarrow \infty \) as \(\psi \rightarrow -\infty \). It is clear from Proposition 12.1 and the definition of the sets \(H_i(\ldots )\) that there exists \(\bar{\vartheta } >\delta _2\) such that for \(\vartheta \ge \bar{\vartheta }\) one has \(D_{\vartheta , \delta _1} \subset \mathbf {C}_i^{-1}(H_i(\delta _2, \delta _2, \delta _2))\), which implies that
Recall that \(-\eta _< < u <0\) and that \( u_0 > |u|\) (see (3.3)), and set \(q := \exp [3\pi |u|/v]\). Choose \(\vartheta ^* > \bar{\vartheta }\) such that for \(x = (y_<, \phi , z_0) \in D_{\vartheta ^*, \delta _1}\) one has
and consider the set \(D_{\vartheta ^*, \delta _1}\) from now on (Fig. 12).
The projection of \(D_{\vartheta ^*, \delta _1}\) to the \(z_0\)-plane is the area bounded by the two logarithmic spirals given by \(|z_0| = \max \mathcal {R}(\psi )\) and \(|z_0| = \min \mathcal {R}(\psi ), \psi \in (-\infty ,-\delta _2 -|\psi _u|-\vartheta ^*]\).
The relative positions of \(D_{\vartheta ^*, \delta _1}\) and its image under \(P\) are qualitatively as shown in Fig. 13. This is not obvious at this point, but will be shown in Sects. 13 and 14. In particular, the fact that \(P(D_{\vartheta ^*, \delta _1})\) extends further in the directions of \(\xi \) and \(f_2\) than \(D_{\vartheta ^*, \delta _1}\) is contained in the proof of Lemma 14.1.
Note that for \( \vartheta , \vartheta ' \in (-\infty ,- \delta _2 - |\psi _u| -\vartheta ^*]\) one has the implication
since \(2 \delta _2 < 2k\pi \). Thus, for \((y_<, \phi ,|z_0|e^{i\psi }) \in D_{\vartheta ^*, \delta _1}\), the number \(\psi \in (-\infty , -\delta _2 -\psi _u - \vartheta ^*]\) is uniquely determined by \(|z_0|\) (not only modulo \( 2\pi \)). Recall the numbers \( \phi _1\) and \(d_1\) from Sect. 11. We now choose \(k^* \in {\mathbb {N}}\) such that \(\psi _u + \displaystyle \frac{v_0}{v}(\phi _i -\phi _1 - 2k^*\pi + d_1) < -\delta _2 -|\psi _u| - \vartheta ^*\), and such that with
one has
Then the intervals
satisfy \(\max J_1 < \min J_0 < \max J_0 < - \delta _2 - |\psi _u| -\vartheta ^*\) (for the first inequality, recall that \(d_1 < \pi /2\)).
Finally we define
These sets are closed subsets of \(D_{\vartheta ^*, \delta _1}\), and disjointness of \(J_0\) and \(J_1\) together with property (13.13) imply that \(N_0 \cap N_1 = \emptyset \). Note also that \(q = r_{\max }/r_{\min }\) (independently of the choice of \( k^*\)).
The intersection properties of \(N_0, N_1\) and their images under \(P\) are as indicated in Fig. 14. This is proved partially in Proposition 13.1 (in particular, how the boundaries of \(N_0\) and \(N_1\) are mapped under \(P\)), and partially in the proof of Lemma 14.1, where we a construct a homotopy to a simpler model map. Parts (c) and (d) of Proposition 13.1 describe, in geometric interpretation, that \(N_0\) and \(N_1\) get mapped to different sides of the plane \(H\).
Proposition 13.1
Assume \(x = (y_<, \phi , |z_0| e^{i\psi }) \in N\) (with \(\psi \in J_0 \cup J_1\), and \( \phi \in [-\delta _1, \delta _1]\)), and set
Then
The following properties (in particular, ‘boundary correspondences’) hold:
-
(a)
\(\tau \ge \vartheta ^*/v_0\).
-
(b)
\(\tilde{\psi } \in [-\delta _2, \delta _2]\), and
$$\begin{aligned} |z_0| = \min \mathcal {R}(\psi ) \; \Longrightarrow \; \tilde{\psi }= \delta _2, \quad \quad |z_0| = \max \mathcal {R}(\psi ) \; \Longrightarrow \; \tilde{\psi }= -\delta _2. \end{aligned}$$ -
(c)
$$\begin{aligned} \begin{aligned} \psi \in J_0&\; \Longrightarrow \; \tilde{\phi }\in \phi _1 + [-d_1 - \varepsilon _1,d_1 + \varepsilon _1] + 2k^* \pi , \text { and } \\ \psi = \min J_0&\; \Longrightarrow \; \tilde{\phi }- \phi _1 \in d_1 +[- \varepsilon _1, \varepsilon _1] +2k^* \pi , \\ \psi = \max J_0&\; \Longrightarrow \; \tilde{\phi }- \phi _1 \in -d_1 +[- \varepsilon _1, \varepsilon _1] +2k^* \pi . \end{aligned} \end{aligned}$$
-
(d)
$$\begin{aligned} \begin{aligned} \psi \in J_1&\; \Longrightarrow \; \tilde{\phi }\in \phi _1 + \pi + [-d_1 - \varepsilon _1,d_1 + \varepsilon _1] + 2k^* \pi , \text { and } \\ \psi = \min J_1&\; \Longrightarrow \; \tilde{\phi }- (\phi _1+ \pi ) \in d_1 +[- \varepsilon _1, \varepsilon _1] +2k^* \pi , \\ \psi = \max J_1&\; \Longrightarrow \; \tilde{\phi }- (\phi _1 + \pi ) \in -d_1 +[- \varepsilon _1, \varepsilon _1] +2k^* \pi . \end{aligned} \end{aligned}$$
-
(e)
\(r' \in [r_{\min }, r_{\max }]\).
-
(f)
\(\displaystyle |z_0| \le \frac{r_{\min }}{16p_1}\min \{\gamma _2, 1\}\).
Proof
Equality (13.16) is clear from (12.4)–(12.6).
Ad (a) and (b): From the definition of \(\mathcal {R}(\psi )\),
which shows that \(\tilde{\psi }= \psi + v_0 \tau - \psi _u \in \psi - (I_2 + \psi - \psi _u) - \psi _u = -I_2 = I_2 = [-\delta _2, \delta _2]\), and also the boundary relations in (b). (The inclusion \(\tilde{\psi } \in I_2 \) can also be seen from (13.9)). Further, \(\psi \le -\delta _2-|\psi _u| - \vartheta ^*\) implies \(\tau \ge (-\delta _2 +\delta _2+|\psi _u| + \vartheta ^* + \psi _u)/v_0 \ge \vartheta ^*/v_0\), which proves (a).
Ad (c): \(\displaystyle \tilde{\phi } = \phi _i + \phi + v\tau \in \phi _i + \phi -\frac{v}{v_0}(I_2 + \psi - \psi _u)\), so \( \psi \in J_0\) implies
Using (13.4) and (13.5), we obtain
If \(\displaystyle \psi = \min J_0 = \psi _u + \frac{v_0}{v} (\phi _i- \phi _1 - 2k^* \pi -d_1)\) then \(\tilde{\phi } \in [-\varepsilon _1, \varepsilon _1] + \phi _1 + 2k^*\pi + d_1\), and if \(\psi = \max J_0\), the same is true with \(d_1\) replaced by \(-d_1\).
Ad (d): The proof is analogous to the proof of b), with \(\phi _1\) replaced by \(\phi _1 + \pi \) (compare the definitions of \(J_0\) and \(J_1\)).
Ad (e): If \(x \in N_0\) then (recall that \(|u| = - u\), and formula 12.5)
Using (13.7), we see that this set is contained in \(r \exp [\frac{|u|}{v} (\phi _i-\phi _1 - 2k^*\pi )] \cdot \exp ([-\frac{|u|}{v}\pi , \frac{|u|}{v}\pi ])\). A similar estimate, with \(J_0\) replaced by \(J_1\) and \((\phi _1 + \pi )\) in place of \(\phi _1\) shows that if \(x \in N_1\) then \(r' \in r \exp [\frac{|u|}{v} (\phi _i -\phi _1 - \pi - 2k^*\pi )] \cdot \exp [-\frac{ |u|}{v}\pi , \frac{|u|}{v}\pi ]\). Together with the definitions of \(r_{\min }\) and \(r_{\max }\) one sees that \(r_{\min } \le r' \le r_{\max }\).
Ad (f): Recall that \(r_{\max } / r_{\min } = \exp [ 3\pi |u|/v] = q\). We have \(|z_0| = Re^{-u_0 \tau }\) and
so \( \displaystyle |z_0| \le \frac{R}{r} q\,r_{\min }e^{-(u_0 + u) \tau }\). Using part a) and (13.12), we conclude
Recall the functionals \(L\) and \(L^{\bot }\) from Sect. 11. We use the notation of Proposition 13.1, and the abbreviations
(Note that, compared to the formula for \(\tilde{\phi }\) in Proposition 13.1, the variable \(\phi \) does not appear in the definitions of \(a\) and \(b\).)
Proposition 13.2
For \(x \in N\), we have
where
Proof
We use the notation of (13.16). For \( x \in N\),
where (according to (13.1) and the definition of \(r_< = \frac{r}{c_<}\))
Further,
where according to (13.3) one has \(|R_2| \le c(r' + |\tilde{\psi }|)\).
We see that properties (13.18)–(13.19) hold (but (13.17) is still to be proved). Recall from Sect. 11 that the projection of \(DP_1(0_u)[0_<,r'e^{i(\phi _i+v\tau )}, \tilde{\psi }]\) onto \(Y_< \times \{0\} \times \{0_{{\mathbb {C}}}\}\) is zero in our situation. From the definitions of \(D_1, f_1, f_2\) and \(\xi \) we see that
Combination of (13.21)–(13.23) proves the first equation in (13.17), and the second is obtained from (11.12), replacing \(f_1\) by \(e_{\phi } - \mu \xi \).
Proof of (13.20):
14 Homotopy to a Simpler Map
Motivated by (13.17), we introduce a simplified model map \(Q:N\rightarrow Y_<\times {\mathbb {R}}\times {\mathbb {C}}\) for \(P|N\) by
(Here, as above, \(\tau = \tau (|z_0|), \; \tilde{\psi }= \psi + v_0\tau - \psi _u\), if \(x = (y_<, \phi , |z_0|e^{i\psi }), \quad \psi \in J_0 \cup J_1, z_0 \in \mathcal {R}(\psi )\)). The homotopy from
to \(Q\) in the lemma below is the main step in the proof of the symbolic dynamics result. Comparing (14.1) and (13.17), we see that it achieves the following simplifications:
-
(1)
The dependence of the mapping \(P\) on the coordinates \(y_<\) and \(\phi \) is eliminated, and the dimension of the image is reduced to two;
-
(2)
The component of \(Q(x)\) in the direction of \( \xi \) depends only on \( \tilde{\psi }\);
-
(3)
In the component in \(f_2\)-direction, the \(x\)-dependent value of \( r'\) is replaced by the constant \(r_{\max }\).
-
(4)
The remainder terms \( R_1, R_2\) are omitted.
Recall the notion ‘\(N\)-homotopic’ from Sect. 2.
Lemma 14.1
and \(Q\) are \(N\)-homotopic, with a compact homotopy.
Proof
We define \(f: [0,1]\times N \rightarrow Y_< \times {\mathbb {R}}\times {\mathbb {C}}, \; (\lambda ,x) \mapsto f_{\lambda }(x) \) by \(f_{\lambda }(x) := (1-\lambda ) P(x) + \lambda Q(x). \) Clearly, \(f\) is continuous and compact (since \(P\) is compact, and \(Q\) is finite-dimensional).
Using (13.17) and (14.1), and writing again \(\tau \) for \(\tau (|z_0|)\) and \(a,b\) instead of \(L(e^{i(\phi _i + v\tau )})\) and \(L^{\bot }(e^{i(\phi _i + v\tau )})\), we see that for \(x = (y_<, \phi , z_0) \in N\)
Note that with \(\tilde{\phi }:= \phi _i + v\tau \)
With the projection \(\mathrm{pr}_3:Y_<\times {\mathbb {R}}\times {\mathbb {C}}\rightarrow \{0_<\}\times {\mathbb {R}}\times {\mathbb {C}}\) defined by \(\mathrm{pr}_3(y_<,\phi ,z_0):=(0_<,\phi ,z_0)\) and \(\mathrm{pr }_2e_{\phi } = 0\), we have
In order to prove that \(f\) is an \(N\)-homotopy, we use part (3) of Proposition 2.2. For \(j \in \{0,1\}\) we define
and
Then \(\partial N_j = \partial _1 N_j \cup \partial _2 N_j \), and the assertion of the lemma is proved if we show
since then part (3) of Proposition 2.2 applies with \(\partial _k N := \partial _k N_0 \cup \partial _k N_1, \; k = 1,2\). Let now \(j \in \{0,1\}, \,\lambda \in [0,1]\), and \(x =(y_<, \phi , |z_0|e^{i\psi }) \in N_j \) (with \(\psi \in J_j\)) be given.
1. Assume first \( x \in \partial _1 N_j\). Then
-
(i)
\(|z_0| \in \{\min {\mathcal R}(\psi ), \max {\mathcal R}(\psi )\}\) or
-
(ii)
\(\psi \in \{\min J_j, \max J_j\}\).
In case (i), we see from Proposition 13.1, (b) that \(|\tilde{\psi }| = \delta _2\). From (14.4) we conclude, using that \(r' \le r_{\max } \) (see Proposition 13.1, e) and (14.3), that
Using also (13.15) and (13.20) we get
On the other hand, for \(\hat{x} = (\hat{y}_<,\hat{\phi }, w_0) \in N\), we have from Proposition 13.1, (f) and from (13.15)
Thus we see that in case (i) \(f_{\lambda }(x) \not \in N\).
In case (ii), we apply Proposition 13.1 with \(\phi =0\) and obtain from parts c) and d) that \((\tilde{\phi }- \phi _1)\in \{ \pm d_1\} + [-\varepsilon _1, \varepsilon _1 ]+{\mathbb {Z}}\pi \). Then (11.20) shows that \(|\mu ||a| \le |b|/2\) and \(|b| \ge 1/(2p_1)\). From (11.15) and (14.4) we now derive, using also (13.18) and (13.19), that
In view of (13.3) and (13.4) we obtain (since \(\gamma _2 \ge c\) and \(|b| \ge 1/(2p_1)\))
But, for \( \hat{x} = (\hat{y}_<,\hat{\phi }, w_0) \in N\), we have from Proposition 13.1, (f):
Hence, also in case (ii) \(f_{\lambda }(x) \not \in N\). Together, we have shown
2. Now we assume that \(x = (y_<, \phi , |z_0|e^{i\psi }) \in \partial _2 N_j\), which means that
-
(i)
\(|\phi | = \delta _1\) or (ii) \(|y_<|_1 = r_<\).
Consider \(\tilde{x} = (\tilde{y}_<, \tilde{\phi }, w_0) \in N\), and define \( \hat{y}_< \in Y_<\), \( \hat{\phi } \in {\mathbb {R}}\), and \(\hat{z}_0 \in {\mathbb {C}}\) by \(f_{\lambda }(\tilde{x}) =(\hat{y}_<, \hat{\phi }, \hat{z}_0)\). With the projection \(\mathrm{pr }_<: Y_< \times {\mathbb {R}}\times {\mathbb {C}}\rightarrow Y_<\) we have \(\mathrm{pr }_< Q(\tilde{x}) = 0\) and
It follows that \(\hat{y}_< \ne y_<\) in case (ii), so \(x \not \in f_{\lambda }(N)\) in case (ii). Further, with the projection \(\mathrm{pr }_1: \{0_<\}\times {\mathbb {R}}\times {\mathbb {C}}\rightarrow {\mathbb {R}}\), we have \(\mathrm{pr }_1 \mathrm{pr }_3 Q(x) = \mathrm{pr }_1 \mathrm{pr }_3 0_i = 0\), and thus an argument similar to the one above shows
We see that also in case (i), where \(|\mathrm{pr }_1 \mathrm{pr }_3 x| = |\phi | = \delta _1\), one has \(x \not \in f_{\lambda }(N)\), and thus
Now (14.9) and (14.8) together give (14.5), which proves the lemma.
15 Computation of the Fixed Point Index and Symbolic Dynamics Theorem
In order to apply Corollary 2.4 to the \(N\)-homotopy from Lemma 14.1, it is necessary to show that
From the definition of \(Q\) in (14.1) it is obvious that \(Q\) (and hence also \(Q^m\) for \( m \in {\mathbb {N}}\)) maps into the plane \(E := \{0_<\}\times \{0_{{\mathbb {R}}}\}\times {\mathbb {C}}\). We write
for the restriction of \(Q^m\) in the image space. The map
is a homeomorphism. We set
and \(\tilde{N} := \tilde{N}_0 \cup \tilde{N}_1\). Further, we define \(\tilde{Q}: \tilde{N} \rightarrow {\mathbb {C}}\) by
For \(\tilde{\xi }, \tilde{f}_2 \in {\mathbb {C}}\) defined by \(\mathrm{pr }_2\xi = (0_<, 0_{{\mathbb {R}}}, \tilde{\xi }), \; \mathrm{pr }_2f_2 = (0_<, 0_{{\mathbb {R}}}, \tilde{f}_2)\), we see from (11.15) that \(\tilde{\xi }\) and \(\tilde{f}_2\) are \({\mathbb {R}}-\)linearly independent, and the definitions of \(Q\) and \(\tilde{Q}\) show that for \(z_0 = |z_0| e^{i\psi } \in \tilde{N} \; (\psi \in J_0 \cup J_1)\) we have
Proposition 15.1
For \(m\) and \(\mathbf{s}\) as in (15.1), one has
Proof
We first show that
For \(z_0 \in \tilde{N}\), we have \(\iota (\tilde{Q}(z_0)) = (0_<, 0_{{\mathbb {R}}}, \tilde{Q}(z_0))\), and from the definitions of \(Q\) and \(\tilde{Q}\),
We have shown
on \(\tilde{N}\), from which (15.4) follows. Using the reduction or contraction property of the fixed point index (see [3], §12, p. 316, property VIII), and the fact that \(Q^m \) maps into \(E\), we obtain
From the commutativity property of the fixed point index (see [3], §12, p. 308, property VII), or alternatively from the invariance of the Leray–Schauder-degree under homeomorphisms (see [22], §13.7, p. 578, formula (41)), we see that the last index equals
, which in view of (15.4) equals \(\displaystyle \text{ ind }(\tilde{Q}^m,\iota ^{-1}(N_{\mathbf{s}, Q} \cap E))\), so we have
Now
Since \(N_j \cap E = \iota (\tilde{N}_j), \; j = 0,1\), we obtain \(\displaystyle N_{\mathbf{s}, Q} \cap E = \bigcap _{j = 0}^m Q^{-j}(\iota (\tilde{N}_{s_j}))\). It follows from (15.4) that
Now (15.3) is obtained by inserting (15.7) into (15.6).
Proposition 15.2
For \(j = 0,1\), the function
maps \(\tilde{N}_j\) homeomorphically to its image, and \(\tilde{N}_0 \cup \tilde{N}_1 \subset \text{ int }{(}\tilde{Q}(\tilde{N}_j))\).
Proof Claim 1.
is injective for \(j = 0,1\).
Proof
Assume \(z_0 = |z_0| e^{i\psi }\) and \(\tilde{z}_0 = |\tilde{z}_0| e^{i\tilde{\psi }}\in \tilde{N}_0\) first, with \(\{\psi , \tilde{\psi }\} \subset J_0\). Then Proposition 13.1, (c) (applied with \(\phi := 0\)) shows
From (11.19) we know \([d_1-\varepsilon _1,d_1 + \varepsilon _1] \subset (0, \pi /2)\), and for \(s \in [-d_1-\varepsilon _1,d_1 + \varepsilon _1] \subset (-\pi /2, \pi /2)\) we see from (11.18) that
Hence,
Now assume \(\tilde{Q}(z_0) = \tilde{Q}(\tilde{z}_0)\). Then linear independence of \(\tilde{\xi }\) and \(\tilde{f}_2\) in formula (15.2) for \(\tilde{Q}\) gives
It follows from (15.8), (15.9) and the first equality in (15.10) that \(\tau (|z_0|) =\tau (|\tilde{z}_0|)\), and hence \(|z_0| = |\tilde{z}_0|\). The second equality in (15.10) then shows \(\psi =\tilde{\psi }\), so \(z_0 = \tilde{z}_0\).
The proof for the case \(z_0, \tilde{z}_0 \in \tilde{N}_1\) is analogous.
Since \(\tilde{N}_j\) is compact, we obtain from Claim 1 that
is a homeomorphism \((j = 0,1)\), which is the first part of the proposition.
Claim 2
\(\tilde{N}_0 \cup \tilde{N}_1 \subset \text{ int }{(}\tilde{Q} (\tilde{N}_j))\).
Proof
We set \(\displaystyle R_0 := \frac{r_{\min }}{16p_1} \min \{\gamma _2,1\}\); then Proposition 13.1, (f) and (13.15) show
Further, we set \(\displaystyle R_1 := \min \{\frac{\gamma _2}{8p_1}r_{\min }, \;\frac{\delta _2 |\mathrm{pr }_2\xi |}{4}\}\), so \(R_1 > R_0\).
Now if \(z_0 \in \partial \tilde{N}_j\) (the boundary of \(\tilde{N}_j\) in \({\mathbb {C}}\)) for \(j = 0\) or \(j = 1\), then \((0_<, 0_{{\mathbb {R}}}, z_0) \in \partial _1N_j\), with \(\partial _1N_j\) as in the proof of Lemma 14.1. We then see from (14.6) and (14.7) (for the special case \(\lambda = 1\)) that
which shows that \(\tilde{Q}(\partial \tilde{N}_j) \cap U_{R_1}(0) = \emptyset \), and from (2.9) we know that \(\tilde{Q}(\partial \tilde{N}_j) = \partial (\tilde{Q} (\tilde{N}_j))\), so we obtain \(\partial (\tilde{Q}(\tilde{N}_j)) \cap B(0; R_1) = \emptyset \; (j = 0,1)\), and hence, in order to prove
it suffices to show
Proof of (15.14) for \(j = 0\). The number \(\displaystyle \bar{\psi } := \psi _u + \frac{v_0}{v}(\phi _i- \phi _1 - 2k^*\pi )\) lies in \(J_0\), and the number \(\bar{r}_2 := R\exp [\frac{u_0}{v_0}(\bar{\psi } - \psi _u)]\) lies in \(\mathcal {R}(\bar{\psi })\) (see 13.8), so the complex number \(\bar{z}_0 := \bar{r}_2 e^{i\bar{\psi }}\) lies in \(\tilde{N}_0\). One has
so \(\phi _i + v\tau (|\bar{z}_0|) =\phi _1 + 2 k^*\pi \), and hence (compare 11.18)
Further, \(\bar{\psi } + v_0\tau (|z_0|) -\psi _u = \bar{\psi } + \psi _u - \bar{\psi } - \psi _u = 0\), so formula (15.2) shows \(\tilde{Q}(\bar{z}_0) = 0\).
The proof of (15.14) for the case \(j = 1\) is analogous.
Now (15.13), and hence Claim 2 (the remaining part of the proposition) are proved.
We are now ready to prove a symbolic dynamics result for the map \(P\), with the obvious consequences for the dynamics of the map \({\varSigma }_1 \circ {\varSigma }_0\), and thus for the state-dependent delay equation (3.8) from Theorem 9.2.
Theorem 15.3
-
(a)
The map \(P = P_1\circ P_0\) has symbolic dynamics w.r. to the two sets \(N_0, N_1\) in the sense of Corollary 2.4.
-
(b)
The same is true for the map \({\varSigma }_1 \circ {\varSigma }_0\) and the sets \(\mathbf {C}_i(N_0), \mathbf {C}_i(N_1)\).
-
(c)
In particular, to every periodic symbol sequence in \(\{0,1\}^{{\mathbb {Z}}}\) there exists a corresponding periodic solution of equation (3.8) (see Corollary 9.3) with phase curve orbitally close to the image of the homoclinic phase curve (i.e., to \(\Big \{ {h_t}\;\big | \;{t \in {\mathbb {R}}}\Big \} \)), and passing through \(\mathbf {C}_i(N_0), \mathbf {C}_i(N_1)\) according to the periodic pattern.
Proof
Ad (a): Clearly, \(\tilde{N}_j\) is homeomorphic to a closed two-dimensional ball, \(j = 0,1\). From Proposition 15.2 and Lemma 2.6 we obtain that for \(m\) and \(\mathbf{s}\) as above, \( \text{ ind }(\tilde{Q}^m, \tilde{N}_{\mathbf{s}, \tilde{Q}}) = \pm 1\). Using Proposition 15.1, we obtain property (15.1). Now Corollary 2.4 and Lemma 14.1 show the symbolic dynamics result for the map \(P\).
Parts (b) and (c) are obvious from the relation between \(P_0\) and \({\varSigma }_0\), respectively \(P_1\) and \({\varSigma }_1\), and from the constructions of \({\varSigma }_1\) and \({\varSigma }_0\) via stopping times and the semiflow \(F\) generated by equation (3.8) in Sects. 10 and 11.
Remark
-
(a)
One sees from the construction of the sets \(N_0\) and \(N_1\), in particular from the choice of the number \(k^*\in {\mathbb {N}}\), that a whole sequence of such sets \(N_0^k, N_1^k\) can be found, corresponding to all \(k \ge k^*\). Thus, in the homoclinic situation, a countable sequence of such subsets containing symbolic dynamics as described in the above theorem exists. One could then also study trajectories of \(P\) moving between different \(N_j^k, \; j = 0,1, \; k \ge k^*\), analogous to considerations in [12]. We do not pursue this.
-
(b)
It is essentially clear that nearby equations will give rise to nearby return maps \(\tilde{P}\) (at least \(C^0-\)close to \(P\)). Thus, given particular sets \(N_0, N_1\) as above, it follows from robustness of the fixed point index that \(\tilde{P}\) will also have symbolic dynamics on \(N_0 \cup N_1\). Note, however, that the perturbation arguments for Poincaré maps as given in [8] in a \(C^1\)-setting do not apply to the case of state-dependent delay equations.
-
(c)
It would probably be possible to replace the use of the topological method for the construction of a semi-conjugacy to a symbol shift by purely analytical techniques - but at the expense of considerable technical effort. We also feel that the topological approach captures the essential reasons for the presence of the chaotic motion more clearly. For similar reasons, a mixed topological-analytical technique was chosen in [7], in a situation analogous to the classical Shilnikov result in dimension three. (Intermediate value theorem and implicit function theorem for forward symbol sequences,then compactness arguments for backward symbol sequences.) The use of the intermediate value theorem was possible because the unstable direction was one-dimensional. In the situation of the present paper, the gain of proof economy by the topological method is more significant, due to the higher dimension (two) of the unstable manifold.
It is true that analytical methods may yield a complete description of the whole invariant set of \(P\) in suitable subsets of its domain, which cannot be achieved via fixed-point index methods.
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We thank the referee for careful reading and helpful comments. Second author supported by FONDECYT (Chile) project 1110309.
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Lani-Wayda, B., Walther, HO. A Shilnikov Phenomenon Due to State-Dependent Delay, by Means of the Fixed Point Index. J Dyn Diff Equat 28, 627–688 (2016). https://doi.org/10.1007/s10884-014-9420-z
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DOI: https://doi.org/10.1007/s10884-014-9420-z