global-analysis-and-the-banach-manifold-of-class-h1-curvers

Riemannian Geometry course project on the manifold H¹(I, M) of class H¹ curves on a Riemannian manifold M and its applications to the geodesics problem

applications.tex (26240B)

  1 \section{Applications to the Calculus of Variations}\label{sec:aplications}
  2 
  3 As promised, in this section we will apply our understanding of the structure
  4 of \(H^1(I, M)\) to the calculus of variations, and in particular to the
  5 geodesics problem. We also describe some further applications, such as the
  6 Morse index theorem and the Jacobi-Darboux theorem. We start by defining\dots
  7 
  8 \begin{definition}\label{def:variation}
  9   Given \(\gamma \in H^1(I, M)\), a variation \(\{ \gamma_t \}_t\) of
 10   \(\gamma\) is a smooth curve \(\gamma_\cdot : (-\epsilon, \epsilon) \to
 11   H^1(I, M)\) with \(\gamma_0 = \gamma\). We call the vector
 12   \(\left.\frac\dd\dt\right|_{t = 0} \gamma_t \in H^1(\gamma^* TM)\) \emph{the
 13   variational vector field of \(\{ \gamma_t \}_t\)}.
 14 \end{definition}
 15 
 16 We should note that the previous definition encompasses the classical
 17 definition of a variation of a curve, as defined in \cite[ch.~5]{gorodski} for
 18 instance: any piece-wise smooth function \(H : I \times (-\epsilon, \epsilon)
 19 \to M\) determines a variation \(\{ \gamma_t \}_t\) given by \(\gamma_t(s) =
 20 H(s, t)\). This is representative of the theory that lies ahead, in the sense
 21 that most of the results we'll discuss in the following are minor refinements
 22 of the classical theory. Instead, the value of the theory we will develop in
 23 here lies in its conceptual simplicity: instead of relying in ad-hoc methods we
 24 can now use the standard tools of calculus to study the critical points of the
 25 energy functional \(E\).
 26 
 27 What we mean by this last statement is that by look at the energy functional as
 28 a smooth function \(E \in C^\infty(H^1(I, M))\) we can study its classical
 29 ``critical points'' -- i.e. curves \(\gamma\) with a variation \(\{ \gamma_t
 30 \}_t\) such that \(\left.\frac\dd\dt\right|_{t = 0} E(\gamma_t) = 0\) -- by
 31 looking at its derivative. The first variation of energy thus becomes a
 32 particular case of a formula for \(d E\), and the second variation of energy
 33 becomes a particular case of a formula for the Hessian of \(E\) at a critical
 34 point. Without further ado, we prove\dots
 35 
 36 \begin{theorem}\label{thm:energy-is-smooth}
 37   The energy functional
 38   \begin{align*}
 39     E : H^1(I, M) & \to \mathbb{R} \\
 40     \gamma
 41     & \mapsto \frac{1}{2} \norm{\partial \gamma}_0^2
 42     = \frac{1}{2} \int_0^1 \norm{\dot\gamma(t)}^2 \; \dt
 43   \end{align*}
 44   is smooth and \(d E_\gamma X = \left\langle \partial \gamma, \frac\nabla\dt X
 45   \right\rangle_0\).
 46 \end{theorem}
 47 
 48 \begin{proof}
 49   The fact that \(E\) is smooth should be clear from the smoothness of
 50   \(\partial\) and \(\norm\cdot_0\). Furthermore, from the definition of
 51   \(\frac\nabla\dt\) we have
 52   \[
 53     \begin{split}
 54       \left\langle \partial \gamma, \frac\nabla\dt X \right\rangle_0
 55       & =
 56         \left\langle
 57         \partial \gamma, (\nabla_X^0 \partial)_\gamma
 58         \right\rangle_0 \\
 59       & = (\tilde X \langle \partial, \partial \rangle_0)(\gamma) -
 60         \left\langle
 61         (\nabla_X^0 \partial)_\gamma, \partial \gamma
 62         \right\rangle_0 \\
 63       & = 2 \tilde X E(\gamma) -
 64         \left\langle \frac\nabla\dt X, \partial \gamma \right\rangle_0 \\
 65       & = 2 d E_\gamma X -
 66         \left\langle \partial \gamma, \frac\nabla\dt X \right\rangle_0
 67     \end{split}
 68   \]
 69   where \(\tilde X \in \mathfrak{X}(H^1(I, M))\) is any vector field with
 70   \(\tilde X_\gamma = X\).
 71 \end{proof}
 72 
 73 As promised, by applying the chain rule and using the compatibility of
 74 \(\nabla\) with the metric we arrive at the classical formula for the first
 75 variation of energy \(E\).
 76 
 77 \begin{corollary}
 78   Given a piece-wise smooth curve \(\gamma : I \to M\) with
 79   \(\gamma\!\restriction_{[t_i, t_{i + 1}]}\) smooth and a variation \(\{
 80     \gamma_t \}_t\) of \(\gamma\) with variational vector field \(X\) we have
 81   \[
 82     \left.\frac\dd\dt\right|_{t = 0} E(\gamma_t)
 83     = \sum_i
 84       \left. \langle \dot\gamma(t), X_t \rangle\right|_{t = t_i}^{t_{i + 1}}
 85     - \int_0^1 \left\langle \frac\nabla\dt \dot\gamma(t), X_t \right\rangle
 86       \; \dt
 87   \]
 88 \end{corollary}
 89 
 90 Another interesting consequence of theorem~\ref{thm:energy-is-smooth} is\dots
 91 
 92 \begin{corollary}
 93   The only critical points of \(E\) in \(H^1(I, M)\) are the constant curves.
 94 \end{corollary}
 95 
 96 \begin{proof}
 97   Clearly every constant curve is a critical point. On the other hand, if
 98   \(\gamma \in H^1(I, M)\) is such that \(\left\langle \partial \gamma,
 99   \frac\nabla\dt X \right\rangle_0 = d E_\gamma X = 0\) for all \(X \in
100   H^1(\gamma^* TM)\) then \(\partial \gamma = 0\) and therefore \(\gamma\) is
101   constant.
102 \end{proof}
103 
104 Another way to put is to say that the problem of characterizing the critical
105 points of \(E\) in \(H^1(I, M)\) is not interesting at all. This shouldn't
106 really come as a surprise, as most interesting results from the classical
107 theory are concerned with particular classes of variations of a curves, such as
108 variations with fixed endpoints or variations through loops. In the next
109 section we introduce two submanifolds of \(H^1(I, M)\), corresponding to the
110 classes of variations previously described, and classify the critical points of
111 the restrictions of \(E\) to such submanifolds.
112 
113 \subsection{The Critical Points of \(E\)}
114 
115 We begin with a technical lemma.
116 
117 \begin{lemma}
118   The maps \(\sigma, \tau: H^1(I, M) \to M\) with \(\sigma(\gamma) =
119   \gamma(0)\) and \(\tau(\gamma) = \gamma(1)\) are submersions.
120 \end{lemma}
121 
122 \begin{proof}
123   To see that \(\sigma\) and \(\tau\) are smooth it suffices to observe that
124   their local representation in \(U_\gamma\) for \(\gamma \in {C'}^\infty(I,
125   M)\) is given by the maps
126   \begin{align*}
127     U \subset H^1(W_\gamma) & \to     T_{\gamma(0)} M &
128     U \subset H^1(W_\gamma) & \to     T_{\gamma(1)} M \\
129                           X & \mapsto X_0 &
130                           X & \mapsto X_1
131   \end{align*}
132   which are indeed smooth functions. This local representation also shows that
133   \begin{align*}
134     d\sigma_\gamma : H^1(\gamma^* TM) & \to     T_{\gamma(0)} M &
135     d\tau_\gamma   : H^1(\gamma^* TM) & \to     T_{\gamma(1)} M \\
136                                     X & \mapsto X_0 &
137                                     X & \mapsto X_1
138   \end{align*}
139   are surjective maps for all \(\gamma \in H^1(I, M)\).
140 \end{proof}
141 
142 We can now show\dots
143 
144 \begin{theorem}
145   The subspace \(\Omega_{p q} M \subset H^1(I, M)\) of curves joining \(p, q
146   \in M\) is a submanifold whose tangent space \(T_\gamma \Omega_{p q} M\) is
147   the subspace of \(H^1(\gamma^* TM)\) consisting of class \(H^1\) vector
148   fields \(X\) along \(\gamma\) with \(X_0 = X_1 = 0\). Likewise, the space
149   \(\Lambda M \subset H^1(I, M)\) of free loops is a submanifold whose tangent
150   at \(\gamma\) is given by all \(X \in H^1(\gamma^* TM)\) with \(X_0 = X_1\).
151 \end{theorem}
152 
153 \begin{proof}
154   To see that these are submanifolds, it suffices to note that \(\Omega_{p q}
155   M\) and \(\Lambda M\) are the inverse images of the closed submanifolds
156   \(\{(p, q)\}, \{(p, p) : p \in M\} \subset M \times M\) under the submersion
157   \((\sigma, \tau) : H^1(I, M) \to M \times M\).
158 
159   The characterization of their tangent bundles should also be clear: any curve
160   \((-\epsilon, \epsilon) \to H^1(I, M)\) passing through \(\gamma \in
161   \Omega_{p q} M\) whose image is contained in \(\Omega_{p q} M\) is a
162   variation of \(\gamma\) with fixed endpoints, so its variational vector field
163   \(X\) satisfies \(X_0 = X_1 = 0\). Likewise, any variation of a loop \(\gamma
164   \in \Lambda M\) trough loops -- i.e. a curve \((-\epsilon, \epsilon) \to
165   \Lambda M\) passing through \(\gamma\) -- satisfies \(X_0 = X_1\).
166 \end{proof}
167 
168 Finally, as promised we will provide a characterization of the critical points
169 of \(E\!\restriction_{\Omega_{p q} M}\) and \(E\!\restriction_{\Lambda M}\).
170 
171 \begin{theorem}\label{thm:critical-points-char-in-submanifolds}
172   The critical points of \(E\!\restriction_{\Omega_{p q} M}\) are precisely the
173   geodesics of \(M\) joining \(p\) and \(q\). The critical points of
174   \(E\!\restriction_{\Lambda M}\) are the closed geodesics of \(M\) --
175   including the constant maps.
176 \end{theorem}
177 
178 \begin{proof}
179   We start by supposing that \(\gamma\) is a geodesic. Since \(\gamma\) is
180   smooth,
181   \[
182     d E_\gamma X
183     = \int_0^1
184       \left\langle \dot\gamma(t), \frac\nabla\dt X \right\rangle \; \dt
185     = \int_0^1
186       \frac\dd\dt \langle \dot\gamma(t), X_t \rangle -
187       \left\langle \frac\nabla\dt \dot\gamma(t), X \right\rangle \; \dt
188     = \langle \dot\gamma(1), X_1 \rangle - \langle \dot\gamma(0), X_0 \rangle
189   \]
190 
191   Now if \(\gamma \in \Omega_{p q} M\) and \(X \in T_\gamma \Omega_{p q} M\)
192   then \(d E_\gamma X = \langle \dot\gamma(1), 0 \rangle - \langle
193   \dot\gamma(0), 0 \rangle = 0\). Likewise, if \(\gamma\) is a closed geodesic
194   and \(X \in T_\gamma \Lambda M\) we find \(d E_\gamma X = 0\) since
195   \(\dot\gamma(0) = \dot\gamma(1)\) and \(X_0 = X_1\). This establishes that
196   the geodesics are indeed critical points of the restrictions of \(E\).
197 
198   Suppose \(\gamma \in \Omega_{p q} M\) is a critical point and let \(Y, Z \in
199   H^1(\gamma^* TM)\) be such that
200   \begin{align*}
201     \frac\nabla\dt Y & = \partial \gamma &
202                  Y_0 & = 0 &
203     \frac\nabla\dt Z & = 0 &
204                  Z_1 & = Y_1
205   \end{align*}
206 
207   Let \(X_t = Y_t - t Z_t\). Then \(X_0 = X_1 = 0\) and \(\frac\nabla\dt X =
208   \partial \gamma - Z\). Furthermore,
209   \[
210     \langle Z, \partial \gamma - Z \rangle_0
211     = \left\langle Z, \frac\nabla\dt X \right\rangle_0
212     = \int_0^1 \frac\dd\dt \langle Z_t, X_t \rangle \; \dt
213     = \langle Z_1, X_1 \rangle - \langle Z_0, X_0 \rangle
214     = 0
215   \]
216   and
217   \[
218     \langle \partial \gamma, \partial \gamma - Z \rangle_0
219     = \left\langle \partial \gamma, \frac\nabla\dt X \right\rangle_0
220     = d E_\gamma X
221     = 0,
222   \]
223   which implies \(\norm{\partial \gamma - Z}_0^2 = 0\). In other words,
224   \(\partial \gamma = Z \in H^1(\gamma^* TM)\) and therefore \(\frac\nabla\dt
225   \dot\gamma(t) = \frac\nabla\dt Z = 0\) -- i.e. \(\gamma\) is a geodesic.
226 
227   Finally, if \(\gamma \in \Lambda M\) with \(\gamma(0) = \gamma(1) = p\) we
228   may apply the argument above to conclude that \(\gamma\) is a geodesic
229   joining \(p\) to \(q = p\). To see that \(\gamma\) is a closed geodesic apply
230   the same argument again for \(\eta(t) = \gamma(1 + \sfrac{1}{2})\) to
231   conclude that \(\dot\gamma(0) = \dot\eta(\sfrac{1}{2}) = \dot\gamma(1)\).
232 \end{proof}
233 
234 We should point out that the first part of
235 theorem~\ref{thm:critical-points-char-in-submanifolds} is a particular case of
236 a result regarding critical points of the restriction of \(E\) to the
237 submanifold \(H_{N_0, N_1}^1(I, M) \subset H^1(I, M)\) of curves joining
238 submanifolds \(N_0, N_1 \subset M\): the critical points of
239 \(E\!\restriction_{H_{N_0, N_1}^1(I, M)}\) are the geodesics \(\gamma\) joining
240 \(N_0\) to \(N_1\) with \(\dot\gamma(0) \in T_{\gamma(0)} N_0^\perp\) and
241 \(\dot\gamma(1) \in T_{\gamma(1)} N_1^\perp\). The proof of this result is
242 essentially the same as that of
243 theorem~\ref{thm:critical-points-char-in-submanifolds}, given that \(T_\gamma
244 H_{N_0, N_1}^1(I, M)\) is subspace of \(H^1\) vector fields \(X\) along
245 \(\gamma\) with \(X_0 \in T_{\gamma(0)} N_0\) and \(X_1 \in T_{\gamma(1)}
246 N_1\).
247 
248 \subsection{Second Order Derivatives of \(E\)}
249 
250 Having establish a clear connection between geodesics and critical points of
251 \(E\), the only thing we're missing to complete our goal of providing a modern
252 account of the classical theory is a refurnishing of the formula for second
253 variation of energy. Intuitively speaking, the second variation of energy
254 should be a particular case of a formula for the second derivative of \(E\).
255 The issue we face is, of course, that in general there is no such thing as
256 ``the second derivative'' of a smooth function between manifolds.
257 
258 Nevertheless, the metric of \(H^1(I, M)\) allow us to discuss ``the second
259 derivative'' of \(E\) in a meaningful sense by looking at the Hessian form,
260 which we define in the following.
261 
262 \begin{definition}
263   Given a -- possibly infinite-dimensional -- Riemannian manifold \(N\) and a
264   smooth functional \(f : N \to \mathbb{R}\), we call the symmetric tensor
265   \[
266     d^2 f(X, Y) = \nabla d f (X, Y) =  X Y f - df \nabla_X Y
267   \]
268   \emph{the Hessian of \(f\)}.
269 \end{definition}
270 
271 We can now apply the classical formula for the second variation of energy to
272 compute the Hessian of \(E\) at a critical point.
273 
274 \begin{theorem}
275   If \(\gamma\) is a critical point of \(E\!\restriction_{\Omega_{p q} M}\)
276   then
277   \begin{equation}\label{eq:second-variation-general}
278     (d^2 E\!\restriction_{\Omega_{p q} M})_\gamma(X, Y)
279     = \left\langle \frac\nabla\dt X, \frac\nabla\dt Y \right\rangle_0
280     - \langle R_\gamma X, Y \rangle_0,
281   \end{equation}
282   where \(R_\gamma : H^1(\gamma^* TM) \to H^1(\gamma^* TM)\) is given by
283   \((R_\gamma X)_t = R(X_t, \dot\gamma(t)) \dot\gamma(t)\). Formula
284   (\ref{eq:second-variation-general}) also holds for critical points of \(E\)
285   in \(\Lambda M\).
286 \end{theorem}
287 
288 \begin{proof}
289   Given the symmetry of \(d^2 E\), it suffices to take \(X \in T_\gamma
290   \Omega_{p q} M\) and show
291   \[
292     d^2 E_\gamma(X, X)
293     = \norm{\frac\nabla\dt X}_0^2 - \langle R_\gamma X, X \rangle_0
294   \]
295 
296   To that end, we fix a variation \(\{ \gamma_t \}_t\) of \(\gamma\) with fixed
297   endpoints and variational field \(X\) and compute
298   \[
299     \begin{split}
300       d^2 E_\gamma(X, X)
301       & = \left.\frac{\dd^2}{\dt^2}\right|_{t = 0} E(\gamma_t) \\
302       \text{(second variation of energy)}
303       & = \int_0^1 \norm{\frac\nabla\dt X}^2
304         - \langle R(X_t, \dot\gamma(t)) \dot\gamma(t), X_t \rangle \; \dt \\
305       & = \norm{\frac\nabla\dt X}_0^2 - \langle R_\gamma X, X \rangle_0
306     \end{split}
307   \]
308 \end{proof}
309 
310 Next we discuss some further applications of the theory we've developed so far.
311 In particular, we will work towards Morse's index theorem and and describe how
312 one can apply it to establish the Jacobi-Darboux theorem. We begin with a
313 technical lemma, whose proof amounts to an uninspiring exercise in analysis --
314 see lemma 2.4.6 of \cite{klingenberg}.
315 
316 \begin{lemma}\label{thm:inclusion-submnfds-is-compact}
317   Let \(\Omega_{p q}^0 M \subset C^0(I, M)\) be the space of continuous curves
318   joining \(p\) to \(q\). Then the inclusion \(\Omega_{p q} M
319   \longhookrightarrow \Omega_{p q}^0 M\) is continuous and compact. Likewise,
320   if \(M\) is compact and \(\Lambda^0 M \subset C^0(I, M)\) is the space of
321   continuous free loops then the inclusion \(\Lambda M \longhookrightarrow
322   \Lambda^0 M\) is continuous and compact.
323 \end{lemma}
324 
325 As a first consequence, we prove\dots
326 
327 \begin{proposition}\label{thm:morse-index-e-is-finite}
328   Given a critical point \(\gamma\) of \(E\) in \(\Omega_{p q} M\), the
329   self-adjoint operator \(A_\gamma : T_\gamma \Omega_{p q} M \to T_\gamma
330   \Omega_{p q} M\) given by
331   \[
332     \langle A_\gamma X, Y \rangle_1
333     = \langle X, A_\gamma Y \rangle_1
334     = d^2 E_\gamma(X, Y)
335   \]
336   has the form \(A_\gamma = \operatorname{Id} + K_\gamma\) where \(K_\gamma :
337   T_\gamma \Omega_{p q} M \to T_\gamma \Omega_{p q} M\) is a compact operator.
338   The same holds for \(\Lambda M\) if \(M\) is compact.
339 \end{proposition}
340 
341 \begin{proof}
342   Consider \(K_\gamma = - \left( \operatorname{Id} - \frac{\nabla^2}{\dt^2}
343   \right)^{-1} \circ (\operatorname{Id} + R_\gamma)\). We will show that
344   \(K_\gamma\) is compact and that \(A_\gamma = \operatorname{Id} + K_\gamma\)
345   for \(\gamma\) in both \(\Omega_{p q} M\) and \(\Lambda M\) -- in which case
346   assume \(M\) is compact.
347 
348   Let \(\gamma \in \Omega_{p q} M\) be a critical point. By
349   theorem~\ref{thm:critical-points-char-in-submanifolds} we know that
350   \(\gamma\) is a geodesic. Let \(X, Y \in \Gamma(\gamma^* TM)\) with \(X_0 =
351   X_1 = Y_0 = Y_1 = 0\). Then
352   \begin{equation}\label{eq:compact-partial-result}
353     \begin{split}
354       \langle X, Y \rangle_1
355       & = \langle X, Y \rangle_0
356         + \left\langle \frac\nabla\dt X, \frac\nabla\dt Y \right\rangle \\
357       & = \langle X, Y \rangle_0
358         + \int_0^1
359           \left\langle \frac\nabla\dt X, \frac\nabla\dt Y \right\rangle
360           \; \dt \\
361       & = \langle X, Y \rangle_0
362         + \int_0^1
363           \frac\dd\dt \langle X_t, Y_t \rangle -
364           \left\langle \frac{\nabla^2}{\dt^2} X, Y \right\rangle \; \dt \\
365       & = \langle X, Y \rangle_0
366         - \left\langle \frac{\nabla^2}{\dt^2} X, Y \right\rangle_0
367         + \left.\langle X_t, Y_t \rangle\right|_{t = 0}^1 \\
368       & = \left\langle
369           \left(\operatorname{Id} - \frac{\nabla^2}{\dt^2}\right) X, Y
370           \right\rangle_0
371     \end{split}
372   \end{equation}
373 
374   Since \(\Gamma(\gamma^* TM) \subset H^1(\gamma^* TM)\) is dense,
375   (\ref{eq:compact-partial-result}) extends to all of \(T_\gamma \Omega_{p q}
376   M\). Hence given \(X, Y \in T_\gamma \Omega_{p q} M\) we have
377   \[
378     \begin{split}
379       \langle A_\gamma X, Y \rangle_1
380       & = \left\langle \frac\nabla\dt X, \frac\nabla\dt Y \right\rangle_0
381         - \langle R_\gamma X, Y \rangle_0 \\
382       & = \langle X, Y \rangle_1 - \langle X, Y \rangle_0
383         - \langle R_\gamma X, Y \rangle_0 \\
384       & = \langle X, Y \rangle_1
385         - \langle (\operatorname{Id} + R_\gamma) X, Y \rangle_0 \\
386       & = \langle X, Y \rangle_1
387         - \left\langle
388           \left( \operatorname{Id} - \frac{\nabla^2}{\dt^2} \right)^{-1}
389           \circ (\operatorname{Id} + R_\gamma) X, Y
390           \right\rangle_1 \\
391       & = \langle X, Y \rangle_1 + \langle K_\gamma X, Y \rangle_1 \\
392     \end{split}
393   \]
394 
395   Now consider a critical point \(\gamma \in \Lambda M\) -- i.e. a closed
396   geodesic. Equation (\ref{eq:compact-partial-result}) also holds for \(X, Y
397   \in \Gamma(\gamma^* TM)\) with \(X_0 = X_1\) and \(Y_0 = Y_1\), so it holds
398   for all \(X, Y \in T_\gamma \Lambda M\). Hence by applying the same argument
399   we get \(\langle A_\gamma X, Y \rangle_1 = \langle (\operatorname{Id} +
400   K_\gamma) X, Y \rangle_1\).
401 
402   As for the compactness of \(K_\gamma\) in the case of \(\Omega_{p q} M\),
403   from (\ref{eq:compact-partial-result}) we get \(\norm{K_\gamma X}_1^2 = -
404   \langle (\operatorname{Id} + R_\gamma) X, K_\gamma X \rangle_0\), so that
405   proposition~\ref{thm:continuous-inclusions-sections} implies
406   \begin{equation}\label{eq:compact-operator-quota}
407     \norm{K_\gamma X}_1^2
408     \le \norm{\operatorname{Id} + R_\gamma}
409       \cdot \norm{K_\gamma X}_\infty \cdot \norm{X}_0
410     \le \sqrt{2} \norm{\operatorname{Id} + R_\gamma} \cdot \norm{K_\gamma X}_1
411       \cdot \norm{X}_0
412   \end{equation}
413 
414   Given a bounded sequence \((X_n)_n \subset T_\gamma \Omega_{p q} M\), it
415   follow from lemma~\ref{thm:inclusion-submnfds-is-compact} that \((X_n)_n\) is
416   relatively compact as a \(C^0\)-sequence. From
417   (\ref{eq:compact-operator-quota}) we then get that \((K_\gamma X_n)_n\) is
418   relatively compact as an \(H^1\)-sequence, as desired. The same argument
419   holds for \(\Lambda M\) if \(M\) is compact -- so that we can once more apply
420   lemma~\ref{thm:inclusion-submnfds-is-compact}.
421 \end{proof}
422 
423 Once again, the first part of this proposition is a particular case of a
424 broader result regarding the space of curves joining submanifolds of \(M\): if
425 \(N \subset M\) is a totally geodesic manifold of codimension \(1\) and
426 \(\gamma \in H_{N, \{q\}}^1(I, M)\) is a critical point of the restriction of
427 \(E\) then \(A_\gamma = \operatorname{Id} + K_\gamma\). These results aren't
428 that appealing on their own, but they allow us to establish the following
429 result, which is essential for stating Morse's index theorem.
430 
431 \begin{corollary}
432   Given a critical point \(\gamma\) of \(E\!\restriction_{\Omega_{p q} M}\),
433   there is an orthogonal decomposition
434   \[
435     T_\gamma \Omega_{p q} M
436     = T_\gamma^- \Omega_{p q} M
437     \oplus T_\gamma^0 \Omega_{p q} M
438     \oplus T_\gamma^+ \Omega_{p q} M,
439   \]
440   where \(T_\gamma^- \Omega_{p q} M\) is the finite-dimensional subspace
441   spanned by eigenvectors with negative eigenvalues, \(T_\gamma^0 \Omega_{p q}
442   M = \ker A_\gamma\) and \(T_\gamma^+ \Omega_{p q} M\) is the proper Hilbert
443   subspace given by the closure of the subspace spanned by eigenvectors with
444   positive eigenvalues. The same holds for critical points \(\gamma\) of
445   \(E\!\restriction_{\Lambda M}\) and \(T_\gamma \Lambda M\) if \(M\) is
446   compact.
447 \end{corollary}
448 
449 \begin{definition}\label{def:morse-index}
450   Given a critical point \(\gamma\) of \(E\!\restriction_{\Omega_{p q} M}\) we
451   call the number \(\dim T_\gamma^- \Omega_{p q} M\) \emph{the \(\Omega\)-index
452   of \(\gamma\)}. Likewise, we call \(\dim T_\gamma^- \Lambda M\) for a
453   critical point \(\gamma\) of \(E\!\restriction_{\Lambda M}\) \emph{the
454   \(\Lambda\)-index of \(\gamma\)}. Whenever the submanifold \(\gamma\) lies in
455   is clear from context we refer to the \(\Omega\)-index or the
456   \(\Lambda\)-index of \(\gamma\) simply by \emph{the index of \(\gamma\)}.
457 \end{definition}
458 
459 This definition highlights one of the greatest strengths of our approach: while
460 the index of a geodesic \(\gamma\) can be defined without the aid of the tools
461 developed in here, by using of the Hessian form \(d^2 E_\gamma\) we can place
462 definition~\ref{def:morse-index} in the broader context of Morse theory. In
463 fact, the geodesics problems and the energy functional where among Morse's
464 original proposed applications. Proposition~\ref{thm:morse-index-e-is-finite}
465 and definition~\ref{def:morse-index} amount to a proof that the Morse index of
466 \(E\) at a critical point \(\gamma\) is finite.
467 
468 We are now ready to state Morse's index theorem.
469 
470 \begin{theorem}[Morse]
471   Let \(\gamma \in \Omega_{p q} M\) be a critical point of \(E\). Then the
472   index of \(\gamma\) is given of the sum of the multiplicities of the proper
473   conjugate points\footnote{By ``conjugate points of a geodesic $\gamma$'' we
474   of course mean points conjugate to $\gamma(0) = p$ along $\gamma$.} of
475   \(\gamma\) in the interior of \(I\).
476 \end{theorem}
477 
478 Unfortunately we do not have the space to include the proof of Morse's theorem
479 in here, but see theorem 2.5.9 of \cite{klingenberg}. The index theorem can be
480 generalized for \(H_{N, \{q\}}^1(I, M)\) by replacing the notion of conjugate
481 point with the notion of focal points of \(N\) -- see theorem 7.5.4 of
482 \cite{gorodski} for the classical approach. What we are really interested in,
483 however, is the following consequence of Morse's theorem.
484 
485 \begin{theorem}[Jacobi-Darboux]\label{thm:jacobi-darboux}
486   Let \(\gamma \in \Omega_{p q} M\) be a critical point of \(E\).
487   \begin{enumerate}
488     \item If there are no conjugate points of \(\gamma\) then there exists a
489       neighborhood \(U \subset \Omega_{p q} M\) of \(\gamma\) such that
490       \(E(\eta) > E(\gamma)\) for all \(\eta \in U\) with \(\eta \ne \gamma\).
491 
492     \item Let \(k > 0\) be the sum of the multiplicities of the conjugate
493       points of \(\gamma\) in the interior of \(I\). Then there exists an
494       immersion
495       \[
496         i : B^k \to \Omega_{p q} M
497       \]
498       of the unit ball \(B^k = \{v \in \mathbb{R}^k : \norm{v} < 1\}\) with
499       \(i(0) = \gamma\), \(E(i(v)) < E(\gamma)\) and \(L(i(v)) < L(\gamma)\)
500       for all nonzero \(v \in B^k\).
501   \end{enumerate}
502 \end{theorem}
503 
504 \begin{proof}
505   First of all notice that given \(\eta \in U_\gamma\) with \(\eta =
506   \exp_\gamma(X)\), \(X \in H^1(W_\gamma)\), the Taylor series for \(E(\eta)\)
507   is given by \(E(\eta) = E(\gamma) + \frac{1}{2} d^2 E_\gamma(X, X) +
508   \cdots\). More precisely,
509   \begin{equation}\label{eq:energy-taylor-series}
510     \frac
511       {\abs{E(\exp_\gamma(X)) - E(\gamma) - \frac{1}{2} d^2 E_\gamma(X, X)}}
512       {\norm{X}_1^2}
513     \to 0
514   \end{equation}
515   as \(X \to 0\).
516 
517   Let \(\gamma\) be as in \textbf{(i)}. Since \(\gamma\) has no conjugate
518   points, it follows from Morse's index theorem that \(T_\gamma^- \Omega_{p q}
519   M = 0\). Furthermore, by noticing that any piece-wise smooth \(X \in \ker
520   A_\gamma\) is Jacobi field vanishing at \(p\) and \(q\) one can also show
521   \(T_\gamma^0 \Omega_{p q} M = 0\). Hence \(T_\gamma \Omega_{p q} M =
522   T_\gamma^+ \Omega_{p q} M\) and therefore \(d^2 E\!\restriction_{\Omega_{p q}
523   M}\) is positive-definite. Now given \(\eta = \exp_\gamma(X)\) as before,
524   (\ref{eq:energy-taylor-series}) implies that \(E(\eta) > E(\gamma)\),
525   provided \(\norm{X}_1\) is sufficiently small.
526 
527   As for part \textbf{(ii)}, fix an orthonormal basis
528   \(\{X_j : 1 \le j \le k\}\) of \(T_\gamma^- \Omega_{p q} M\) consisting of
529   eigenvectors of \(A_\gamma\) with negative eigenvalues \(- \lambda_i\). Let
530   \(\delta > 0\) and define
531   \begin{align*}
532     i : B^k & \to \Omega_{p q} M \\
533     v & \mapsto \exp_\gamma(\delta (v_1 \cdot X_1 + \cdots + v_k \cdot X_k))
534   \end{align*}
535 
536   Clearly \(i\) is an immersion for small enough \(\delta\). Moreover, from
537   (\ref{eq:energy-taylor-series}) and
538   \[
539     E(i(v))
540     = E(\gamma) - \frac{1}{2} \delta^2 \sum_j \lambda_j \cdot v_j + \cdots
541   \]
542   we find that \(E(i(v)) < E(\gamma)\) for sufficiently small \(\delta\). In
543   particular, \(L(i(v))^2 \le E(i(v)) < E(\gamma) = L(\gamma)^2\).
544 \end{proof}
545 
546 We should point out that part \textbf{(i)} of theorem~\ref{thm:jacobi-darboux}
547 is weaker than the classical formulation of the Jacobi-Darboux theorem -- such
548 as in theorem 5.5.3 of \cite{gorodski} for example -- in two aspects. First, we
549 do not compare the length of curves \(\gamma\) and \(\eta \in U\). This could
550 be amended by showing that the length functional \(L : H^1(I, M) \to
551 \mathbb{R}\) is smooth and that its Hessian \(d^2 L_\gamma\) is given by \(C
552 \cdot d^2 E_\gamma\) for some \(C > 0\). Secondly, unlike the classical
553 formulation we only consider curves in an \(H^1\)-neighborhood of \(\gamma\) --
554 instead of a neighborhood of \(\gamma\) in \(\Omega_{p q} M\) in the uniform
555 topology. On the other hand, part \textbf{(ii)} is definitively an improvement
556 of the classical formulation: we can find curves \(\eta = i(v)\) shorter than
557 \(\gamma\) already in an \(H^1\)-neighborhood of \(\gamma\).
558 
559 This concludes our discussion of the applications of our theory to the
560 geodesics problem. We hope that these short notes could provide the reader with
561 a glimpse of the rich theory of the calculus of variations and global analysis
562 at large. We once again refer the reader to \cite[ch.~2]{klingenberg},
563 \cite[ch.~11]{palais} and \cite[sec.~6]{eells} for further insight on modern
564 variational methods.