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\AtBeginDocument{{\noindent\small
Sixth Mississippi State Conference on Differential Equations and
Computational Simulations,
{\em Electronic Journal of Differential Equations},
Conferecne 15 (2007),  pp. 97--106.\newline
ISSN: 1072-6691. URL: http://ejde.math.txstate.edu or http://ejde.math.unt.edu
\newline ftp ejde.math.txstate.edu  (login: ftp)}
\thanks{\copyright 2007 Texas State University - San Marcos.}
\vspace{9mm}}

\begin{document} \setcounter{page}{97}
\title[\hfilneg EJDE-2006/Conf/15/\hfil A pattern formation problem]
{A pattern formation problem on the sphere}

\author[C. E. Garza-Hume, P. Padilla\hfil EJDE/Conf/15 \hfilneg]
{C.E. Garza-Hume, Pablo Padilla}  % in alphabetical order

\address{Clara E. Garza-Hume\newline
IIMAS-FENOMEC\\
Universidad Nacional Aut\'onoma de M\'exico\\
Circuito Escolar, Cd. Universitaria 04510\\
M\'exico D. F., M\'exico}
\email{clara@mym.iimas.unam.mx}

\address{Pablo Padilla \newline
IIMAS-FENOMEC\\
Universidad Nacional Aut\'onoma de M\'exico\\
Circuito Escolar, Cd. Universitaria 04510\\
M\'exico D. F., M\'exico}
\email{pablo@mym.iimas.unam.mx}

\thanks{Published February 28, 2007.}
\subjclass[2000]{35B33, 35J20}
\keywords{Semilinear elliptic equation; sphere packing; \hfill\break\indent
critical Sobolev exponent;  pattern formation}


\begin{abstract}
 We consider a semi-linear elliptic equation on the sphere
 $\mathbf{S}^n \subset \mathbb{R}^{n+1}$ with $n$ odd and
 subcritical nonlinearity. We show that given any positive
 integer $k$, if the exponent $p$ of the nonlinear term
 is sufficiently close to the critical Sobolev exponent $p^*$,
 then there exists a positive solution with $k$ peaks. Moreover,
 the minimum energy solutions with $k$ peaks are such that the centers
 of these concentrations converge as $p\to p^*$ to the solution of
 an underlying geometrical problem, namely,
 arranging $k$ points on $\mathbf{S}^n$ so they are as far away
 from each other as possible.
\end{abstract}

\maketitle
\numberwithin{equation}{section}
\newtheorem{theorem}{Theorem}[section]
\newtheorem{lemma}[theorem]{Lemma}
\newtheorem{remark}[theorem]{Remark}
\newtheorem{proposition}[theorem]{Proposition}


\section{Introduction}

We consider the equation
\begin{equation}
-\Delta_{\mathbf{S}^n} v +(d(n)+\lambda) v =v^p,\label{esfera}
\end{equation}
where  $   \Delta_{\mathbf{S}^n}   $ is the
Laplace-Beltrami operator on the sphere, $n\ge 3$ and odd,
$1<p<p^*=(n+2)/(n-2)$, $p^*$  the critical Sobolev exponent,
$d(n)=n(n-2)/4$ and $\lambda>0$.
We will write $p=p^*-\epsilon$.

There are several motivations for studying this equation
coming from geometry,
analysis, mathematical biology, physics, etc. For $p=p^*$
and $\lambda=0$ equation \eqref{esfera}  is related to the
Yamabe problem and has been extensively
studied (see for instance \cite{Struw}). It is well known that
in this case the associated
variational problem exhibits lack of compactness and that the Palais-Smale
(PS) condition does not hold (\cite{LP},\cite{Struw}). Several authors have
handled this difficulty by considering  existence and blow up of solutions
when $p\to p^*$ (\cite{LY}).
In applications, equation \eqref{esfera} appears also in several
contexts related
to pattern formation. It is obtained when looking for steady state solutions
of the reduced Gierer-Meinhardt system when the diffusion rate of the
activator to that of the inhibitor tends to zero, which
is known as the shadow equation \cite{NT}. Similar models appear in other
contexts, such as flame propagation (see  \cite{B}).

Considering the problem on the sphere is also natural from several
perspectives. Usually, pattern formation models are studied on plane domains
with boundary; however, there are several organisms, for instance radiolarians,
that exhibit  (nearly) spherical symmetry.
Some specimens of radiolarians show peaks similar to the ones depicted in
figure 2. This was one of the main motivations for this work.

In fact, it is perhaps more natural to
visualize the dermis of an organism, on which the pattern formation process
is taking place, as a surface, rather than a plane domain. It has been
proposed that curvature effects can also be important in the selection
of patterns  and this makes it necessary to study the usual models
on surfaces (\cite{PPS}).
From the technical point of view, considering the sphere actually simplifies
the problem, since  boundary effects do not have to be taken into account.

We can state our results in an informal way as follows (for a
precise formulation see section~3): there are solutions which
exhibit a prescribed number of peaks. Moreover, among  solutions
with a fixed number of concentrations (peaks), those with minimal
energy are such that the centers of the concentrations tend to be
as far as possible from each other, thus solving a sphere packing
problem. A very similar result has been obtained by Gui and Wei
\cite{GW} for domains in $\mathbb{R}^n$ with boundary. There are
however several differences. First of all, these authors consider
the equation
\begin{gather*}
\epsilon^2 \Delta u -u +f(u)=0,\quad u>0\quad \text{in } \Omega,\\
\frac{\partial u}{\partial \nu}=0 \quad \text{on } \partial\Omega
\end{gather*}
and their analysis is made taking $\epsilon$ as a small parameter. Moreover,
as stated above, the presence of the boundary makes some of the estimates
and technicalities somewhat involved. On the other hand, we take the
coefficient $\epsilon^2$ of the Laplacian as fixed,
and vary the exponent of the nonlinear
term. Although these approaches are in some sense equivalent, as has
been shown by Benci and Cerami (see for instance \cite{BC}), considering
the exponent as our parameter allows us to use  well known global
compactness results (see  \cite{Ba} or \cite{Struw}).

The existence of $k$-peaked solutions (as defined in section 3) is obtained by
minimization on a suitable space of functions, basically, those
with the right $2\pi/k$-symmetry. We will construct an action
that  does not have fixed points
on the sphere. Therefore, if a solution has a peak, by symmetry it has to
have at least $k$.

From the mathematical point of view, it is known that if $\lambda=0$
and $p=p^*$ there is a unique nontrivial positive
solution (up to rotations and
scalings), in other words, for the critical case, there are no $k$-peaked
solutions on the sphere.
Roughly speaking, this is due to the fact that the Palais-Smale
condition is not valid any more and (PS) sequences that exhibit more than
one peak are not compact. Using Bahri's terminology, these constitute
critical points at infinity (\cite{Ba}).
In our case, the fact that the exponent of the non linear term
remains strictly
smaller than the critical exponent implies that the (PS) condition
still holds and therefore (PS) sequences with $k$ peaks do have
subsequences converging to actual solutions.
 The analysis of existence and blow up when
the linear term  is not present  has been the subject of much research;
see for instance the work by  Y. Li \cite{LY}, and references therein.\\
In order to make the reasoning more transparent, we include in section~3
an example
in which the existence of multipeak solutions is more easily established.
Namely, we look for solutions with two peaks. In this case, constraining
the functional to even functions on the sphere is sufficient, since the
action of the group, in this case the antipodal action, has only one
fixed point, the origin, which does not belong to the sphere.

The rest of the paper is organized as follows. In section~2 we formulate
the variational problem  and recall some well known facts.
In section~3 we first state our results: existence
of $k$-peaked solutions (theorem 3.1 and remark 3.1), and their geometric
properties (theorem~3.2).
In section 3.1 we give the proofs.
We conclude in section~4 with some questions and open problems.


\section{Formulation of the problem}

We can work directly on $\mathbf{S}^n$ or use stereographic
projection and work on $\mathbb{R}^n$, but generally computations
are easier on $\mathbb{R}^n$ and many standard results are stated
in that setting.

Let $P=(0,\dots,0,1)$ be the north pole on $\mathbf{S}^n\subset
\mathbb{R}^{n+1}$. Stereographic projection
$\sigma:\mathbf{S}^n-\{P\} \to \mathbb{R}^n$ is defined by
$\sigma(x^1,\dots,x^n,\xi)=(y^1,\dots,y^n)$ for $(x,\xi)\in
\mathbf{S}^n-\{P\}$ where
$$
y^j=x^j/(1-\xi).
$$
We recall that equation \eqref{esfera} with $p=p^*-\epsilon$ is
transformed, after stereographic projection on $\mathbb{R}^n$,
into
\begin{equation}
-\Delta u+\frac{4\lambda}{(1+|y|^2)^2} u=
\frac{(n-2)}{4(n-1)}\Big(\frac{2}{1+|y|^2}\Big)^{\frac{\epsilon}{2}
(n-2)}u^p.\label{rn}
\end{equation}
Note that the term containing  $d(n)$ cancels out.
This equation is equivalent to \eqref{esfera} %the one on the sphere
in the sense that
if $v$ is a solution of \eqref{esfera} and
$$
v(x)=\Big(\frac{2}{1+|y|^2}\Big)^{\frac{2-n}{2}} u(y)
$$
(with $y=y(x)$) then $u$ solves equation (\ref{rn}) (see \cite{LP}).

Associated with these two equations we have the following functionals
$$
E^\epsilon_{\mathbf{S}^n}(v)=\int_{\mathbf{S}^n}\Big(\frac{1}{2}|\nabla v|^2
+\frac{(d(n)+ \lambda)}{2} v^2-\frac{v^{p^*+1-\epsilon}}{p^*
+1-\epsilon}\Big)\,d\sigma
$$
in $H^1(\mathbf{S}^n)$ and
$$
E^\epsilon(u)=\int_{\mathbb{R}^n}
\Big(\frac{1}{2}|\nabla u|^2+ \frac{2\lambda}{(1+|y|^2)^2}u^2-
\frac{(n-2)}{4(n-1)}
\big(\frac{2}{1+|y|^2}\big)^{\frac{\epsilon}{2} (n-2)}
\frac{u^{p^*-\epsilon+1}}{p^*-\epsilon+1}\Big)\, dy
$$
in $H^1(\mathbb{R}^n).$ Note that for small $\epsilon>0$  it is a
standard fact that the Palais-Smale (PS) condition holds for
$E^\epsilon_{\mathbf{S}^n}$ and for $E^\epsilon$ when restricted
to bounded domains (\cite{Struw}) and solving equations \eqref{esfera} or \eqref{rn}
is equivalent to finding critical points of the corresponding
functionals in the following sense. The functional
$E_{S^n}^{\epsilon}$ is not bounded below but one can add a
constraint to be able to apply the direct method of
the calculus of variations as done in [\cite{Struw}, I.2]. The idea is to
consider the functional
\begin{equation}
\int_{\mathbf{S}^n}\big(\frac{1}{2}|\nabla v|^2+\frac{(d(n)+
\lambda)}{2} v^2\big)\,d\sigma \label{fcsn}
\end{equation}
restricted to the set where
$\int_{S^n} |v|^{p^*+1-\epsilon}=1.$
Using Lagrange multipliers this yields the functional $S_{S^n}$ defined by:
\begin{equation}
S_{S^n}=\Big[ \int_{S^n} \frac 12 |\nabla v|^2
+\frac{(d(n)+\lambda)}{2} v^2 \Big] \Big/
\Big( \int_{S^n} |v|^{p^*+1-\epsilon}\Big)
^{2/(p^*+1-\epsilon)}.\label{2a}
\end{equation}

We will use a modification of a global compactness result by Struwe which we quote for
completeness. For a bounded domain $\Omega\subset\mathbb{R}^n$
define
 $$
E_\lambda=\frac{1}{2}\int_\Omega \big(|\nabla u|^2+\lambda |u|^2\big)\,
dx - \frac{1}{2^*}\int_\Omega |u|^{2^*}\,dx,$$
$2^*=2n/(n-2)=p^*+1$ and let $D^{1,2}(\Omega;\mathbb{R}^n)$ be the
completion of $C_0^\infty(\Omega;\mathbb{R}^n)$ in the norm
$\|u\|_{D^{1,2}}=\|\nabla u\|_{L^2}$.

\begin{theorem}[{\cite[Thm. III. 3.1 p. 169]{Struw}}] \label{thm2.1}
Suppose $\Omega$ is a bounded domain in $\mathbb{R}^n$, $n\ge 3$ and
for $\lambda\in \mathbb{R}$
let $(u_m)$ be a Palais-Smale sequence for $E_\lambda$
 in $H_0^{1,2}(\Omega)\subset D^{1,2}(\mathbb{R}^n)$.
Then there exists an index $k\in {\bf N}_0$, sequences $(R^j_m),
(x_m^j), \ 1\le j\le k$, of radii
$(R^j_m)\to\infty(m\to\infty)$ and points $x^j_m\in \Omega$,
a solution $u_0\in H_0^{1,2}(\Omega)\subset D^{1,2}(\mathbb{R}^n)$
 to the problem
\begin{equation} \label{1.1}
\begin{gathered}
-\Delta u =- \lambda u + u |u|^{2^*-2} \quad \text{in }\Omega\\
u>0 \quad \text{in } \Omega,\\
u=0 \quad\text{on } \partial\Omega
\end{gathered}
\end{equation}
and non-trivial solutions $u^j \in D^{1,2}(\mathbb{R}^n)$,
$1\le j\le k$, to the ``limiting problem''
$$
-\Delta u = u |u|^{2^*-2} \quad \text{in }\mathbb{R}^n,
$$
such that a subsequence $(u_m)$ satisfies
\begin{equation}
\big\| u_m-u^0 - \sum_{j=1}^k u_m^j \big \|_{D^{1,2}(\mathbb{R}^n)}
\to 0.\label{conv}
\end{equation}
Here $u_m^j$ denotes the rescaled function
$$
u_m^j(x)=(R_m^j)^{{n-2\over 2}} u^j(R^j_m(x-x_m^j)),
\quad  1\le j\le k,\;  m\in {\bf N}.
$$
Moreover
$$
E_\lambda(u_m) \to E_\lambda(u^0)+\sum_{j=1}^k E_0(u^j).
$$
\end{theorem}

\begin{remark} \label{rmk2.1} \rm
An analogous result when $\Omega$ is a compact subset of
$\mathbf{S}^n$ (different from $\mathbf{S}^n$) can be found in
\cite {Ba} or \cite{BaC}. We can in fact apply the result to
$\mathbf{S}^n$ in this particular case because a minimizing
sequence cannot blow-up at an infinite number of points on the
sphere. Clearly any sequence with a finite number of blow-up
points would have less energy. Therefore we can rotate so that the
north pole is not a blow-up point.
We can choose a ball $\tilde{ B}$
around the north pole where we can apply lemma 3.4
in \cite{MSW}:
\end{remark}


\begin{lemma}[{\cite[lemma 3.4]{MSW}}] \label{lem2.1}
Let $\Omega_m=\{ x\in \mathbb{R}^n| \lambda_m^{-1/2} x\in \Omega\}$,
 $\Omega$ a bounded
open set containing the origin, with $\lambda_m\to\infty$ as
$m\to\infty$. Suppose $(v_m)_{m\in \mathbb{N}} \subset W^{1,2}(\Omega_m)$
is a sequence with
$\|v_m\|_{W^{1,2}(\Omega_m)}$ uniformly bounded. If for any $R>0$,
$$
\lim_{m\to \infty} \Big(\sup_{y\in\mathbb{R}^n}
\int_{\Omega_m\cap B_R(y)}   |v_m|^{p+1} \, dx\Big)=0,
$$
  then
$$
\lim_{m\to\infty} \int_{\Omega_m} |v_m|^{p+1}\, dx=0.
$$
\end{lemma}

 The proof of the above lemma can be found in \cite{W}.

Since there is no blow-up in $\tilde{B}$, the condition of the lemma is
satisfied and so $u_m\to 0$ strongly in $L^{p+1}(\Omega)$.
By considering
the complement $(\tilde B^\prime)^c$, where
$\tilde B^\prime $ is a slightly smaller ball around the
north pole, we can substitute the condition $u_m\in H_0^{1,2}(\Omega)$
in Theorem 2.1 by the fact that in a neighborhood of the boundary
$u_m\to 0$ in the $L^{p+1}$ norm.

\section{Main results}

We begin by stating our results in a precise way.

\begin{theorem} \label{thm3.1}
 Let $\lambda >0$ and $k\in\mathbb{N}^+$ be
given. Then there exists an $\epsilon_0>0$ depending on $\lambda$
and $k$ such that equation \eqref{esfera} on $\mathbf{S}^n$, $n\ge 3$ and odd
with $p=p^*-\epsilon$ has a positive solution, $u_\epsilon$, for
all $0<\epsilon\le \epsilon_0$, which concentrates at $k$
different points $x^j\in \mathbf{S}^n,\ j=1,\dots k$.
\end{theorem}

\begin{remark} \label{rmk3.1} \rm
That  a  positive solution, $u_\epsilon$,  $0<\epsilon\le  \epsilon_0$
 concentrates at $k$
 different points $x^j\in \mathbf{S}^n,\ j=1,\dots k$, or that  $u_\epsilon$
has $k$ peaks means that
when $\epsilon\to 0$, after rotations and rescalings, a
subsequence converges strongly in $H^1(\mathbf{S}^n)$ to a linear
combination of $k$ distinct solutions of the limiting problem
\begin{equation}
-\Delta_{\mathbf{S}^n} v + d(n) v = v^{p^*}.\label{lim}
\end{equation}
(Cf. Theorem~2.1, global compactness result.)
\end{remark}

Theorem 3.1 states that there is at least one solution with $k-$peaks. Now,
for any fixed, small, positive $\epsilon$ the Palais-Smale
condition is satisfied. Then, since solutions with exactly $k$ peaks
and bounded energy
form a compact
set,  we can assume that there is a solution $u^*_\epsilon$,
(not necessarily the same one found in theorem 3.1)
that, among all the $k$-peaked solutions, has least energy $S_{S^n}$.
We now show that the behavior of the $k$ concentrations for $u^*_\epsilon$
when $\epsilon\to 0$ is governed by an
underlying geometric problem:


\begin{theorem} \label{thm3.2}
Let $v_{\epsilon_i}$, with $\epsilon_i\to 0$ as $i\to\infty$ be a sequence
of $k-$peaked  solutions  of equation \eqref{esfera} which have
least energy $S_{S^n}$ as discussed in the preceding paragraph
and let $x^j_i$, $j=1,\dots k,\ i=1,2,\dots$ be the center of the
$j^{th}$ peak. Then there exists a subsequence (still denoted $x^j_i$)
such that
$x^j_i \to x^j_*$,
where $x^j_*$ is a solution of the following maximization problem:
$$
\max_{ x^j,x^l\in \mathbf{S}^n} \sum_{j\ne l} \| x^j-x^l\|^2
$$
where $x^j\ne x^l$ if $j\ne l$.
\end{theorem}

\begin{remark} \label{rmk3.2} \rm
From theorem 3.2 it follows that the concentrations of least energy
$k-$peaked solutions, as $\epsilon_i\to 0$,  arrange themselves according to
a packing problem on the sphere in the sense that the centers of the
concentrations (peaks) tend to be as far away from each other as possible.
\end{remark}

\section*{Proofs}

We begin by proving Theorem 3.1, the existence of $k-$peaked solutions.
This is done by minimizing on a suitable set the functional
$$
S_{S^n}(v)=\Big[ \int_{S^n} {1\over 2} |\nabla v|^2 +{(d(n)+\lambda)
\over 2} v^2 \Big] \Big/\Big( \int_{S^n} |v|^{p^*+1-\epsilon}\Big)
^{2/(p^*+1-\epsilon)}.
$$
We will restrict to functions which are
invariant under the action of $g$ given by (\ref{g}) below.

\subsection*{Case $k=2$}

Before proving theorem 3.1 in the general case, we
mention that the case
$k=2$, namely existence of a solution with two peaks can easily be established.
In fact, it is sufficient to minimize the corresponding functional,
$S_{S^n}$,
in the subspace of even functions, that is, functions invariant under the
antipodal action $x\to -x$.  Then by direct minimization and the fact that the
(PS) condition holds for $1<p=p^*-\epsilon<p^*$, we obtain a solution
 of \eqref{esfera}.
Now,  by continuity of the $L^p$ norm
with respect to $p$,
a sequence of such solutions, $u_{\epsilon_m}$, with
$\epsilon_m\to 0$ as $m\to\infty$,
also forms a (PS) sequence for problem \eqref{fcsn}.
We can now apply Theorem~2.1 as explained in remark 2.1.
In particular, there has to be at least one
solution, $u^1$, of the limiting problem mentioned in the theorem with
the corresponding sequences $R^1_m$ and centers $x^1_m$ as in \eqref{2a}.
But due
to the symmetry of the functions we are considering, we see that in fact
there has to be at least two sequences of points of concentration, namely,
$x_m^1$ and $-x_m^1$.
So for $\epsilon$ sufficiently
small ($i$ sufficiently big), the solution looks like the one depicted in
figure~1.
\begin{figure}[ht]
\begin{center}
\includegraphics[height=5cm]{fig1}
\caption{Sketch of solution with two peaks}
\end{center}
\end{figure}


\begin{proof}[Proof of \ref{thm3.1}]
We now give the proof for the general case. In fact, the reasoning
given above for the antipodal action can be applied, provided we can
construct an action with no fixed points on the sphere and such that any
orbit has $k$ distinct points.
Since $n$ is odd we can write the action $g$ in $\mathbb{R}^{n+1}$
in polar coordinates as
\begin{equation}
g=\begin{pmatrix}
R_\theta & &0 & \\
  & R_\theta &&\\
 &&\ddots & \\
&0&&R_\theta  \end{pmatrix}, \quad
R_\theta=\begin{pmatrix} \cos\theta & \sin\theta \\
                         -\sin\theta & \cos\theta \end{pmatrix}
\label{g}
\end{equation}
where
$\theta=2\pi/k$.
This action has no fixed points on the sphere.
 As before, we minimize $S_{\mathbf{S}^n}$ in the subspace $X\subset H^1$ of
functions invariant under $g$.
The fact that a critical point exists is standard.
The existence of $k$ concentrations for $\epsilon$ sufficiently small
follows as in the case $k=2$.

When $n$ is even we cannot construct an action without fixed points
on the sphere that  leaves the Laplacian invariant.
\end{proof}

Figure 2 sketches the solution with six peaks.
\begin{figure}[ht]
\begin{center}
\includegraphics[height=5cm]{fig2}
\caption{Sketch of solution with six peaks}
\end{center}
\end{figure}





\begin{proof}[Proof of \ref{thm3.2}]
It remains to be shown that the centers of the concentrations satisfy
a sphere-packing problem, that is, they are as far away from each other as
possible.
This is based on the expansion  of the energy in terms of the energies of the
separate peaks.
For a similar expansion see \cite{Ba} or \cite{GW}.

Let $v_{\epsilon_i}$, $\epsilon_i\to 0$ be a sequence of minimizers as
in the statement of the theorem.
Single-peaked solutions to the limiting problem,
after stereographic projection, have the form (\cite{Struw},Ch.III sect. 2):
\begin{equation}
w^j = \Big(\frac{(t^j)}{(t^j)^2+|y-y^j|^2} \Big)^{(n-2)/2}
= \Big( \frac{1/(t^j)}{1+(\frac{|y-y^j|}{(t^j)})^2}\Big)^{(n-2)/2}.
\label{wj}
\end{equation}
These solutions are radially symmetric with respect to $y^j$, where the
maximum is attained and they concentrate more as $t\to 0$.
We will call $\tilde{w}^j(x)$ the corresponding single-peaked solutions on the
sphere (see (\cite{Ba}). In {\bf S}$^3$ they are given by
$$
\tilde{w}^j(x)=\frac{  \sqrt{1/t^j}  }{ \sqrt{ \frac{1}{(t^j)^2}+1
  +( \frac{1}{(t^j)^2}-1)\cos d(x,x^j)  }},$$
where $d(x,x^j) $ is the geodesic distance on the sphere.

By the global compactness characterization  of PS sequences
the behavior of the energy (\ref{2a}) is given to leading
order by the expression:
\begin{equation}
I^\epsilon= \frac{\frac{1}{2}\int_{\mathbf{S}^n} (\nabla
V_m)^2+(d+\lambda) V_m^2\, d\sigma } {(\int_{\mathbf{S}^n}
V_m^{p^*+1-\epsilon}\, d\sigma)^{\frac{2}{p^*+1-\epsilon}}},
\label{I}
\end{equation}
where
$V_m=\sum_{j=1}^k  \tilde{w}_m^j$.
We can assume without loss of generality that $t_m^j=t_m=\min_j\{t_m^j\}$
since this decreases $I^\epsilon$ in \eqref{I}.
\end{proof}

The following estimate holds:


\begin{proposition} \label{prop3.1}
 Let $\delta>0$ be given. Then there exists $t_0(\delta)$
and $C_1(n,k)$, $C_2(n,k)$, $e_1$, $e_2$ all greater than zero
such that
$$
I^\epsilon=C_1-C_2\sum_{j\ne l}^k \|y^j -y^l\| +e_1 +e_2
$$
where $e_1\to 0 $ when $\epsilon \to 0$, $e_2<\delta$ for all $t_0>t$.
\end{proposition}


\begin{proof}
First observe that, in the limiting case, the quantity
$$
J=\Big( \int_{\mathbf{S}^n} |\nabla \tilde{w}^j|^2\, d\sigma \Big)\Big/
\Big(\int_{\mathbf{S}^n} |\tilde{w}^j|^{p^*+1}\,
d\sigma\Big)^{2/(p^*+1)}
$$
does not depend on either $t$ or $y^j$.
Indeed,
\begin{equation}
J=\frac{\int_{\mathbb{R}^n} \Big|\nabla
 \big(\frac{1/t}{1+|(\frac{z-z^j}{t})|^2}
\big)^{(n-2)/2} \Big|^2\,|\mbox{Jac}|\, dz}
{\Big(\int_{\mathbb{R}^n} \Big(\big(
\frac{1/t}{1+\left(\frac{|z-z^j|}{t} \right)^2}
\big)^{(n-2)/2}\Big)^{2n/(n-2)}\,|\mbox{Jac}|\, dz
\Big)^{(n-2)/n} } \label{JR}
\end{equation}
and making the change of variables
$ y=\frac{z-z^j}{t}$
expression \eqref{JR} becomes
\begin{align*}
&\int_{\mathbb{R}^n} |\nabla (\frac{1}{1+|y|^2})^{(n-2)/2}|^2
\frac{1}{t^2} t^n|\mbox{Jac}|\, dy \Big/ \Big( \int_{\mathbb{R}^n}
\big(\frac{1}{1+|y|^2}\big)^n t^n |\mbox{Jac}|\, dy
\Big)^{(n-2)/n}\\
&=\int_{\mathbb{R}^n} |\nabla
(\frac{1}{1+|y|^2})^{(n-2)/2} | ^2|\mbox{Jac}|\, dy \Big/
\Big( \int_{\mathbb{R}^n} \big( \frac{1}{1+|y|^2}\big)^n \,
|\mbox{Jac}|\, dy \Big)^{(n-2)/n},
\end{align*}
which is independent of $t$ and $y^j$.
By a similar change of variables we have that
$$
\int_{\mathbf{S}^n } \frac{\lambda}{2} (\tilde{w}^j)^2\, d\sigma\Big/
\Big(\int_{\mathbf{S}^n} (\tilde{w}^j)^{p^*+1-\epsilon}
\,d\sigma\Big)^{2/(p^*  +1-\epsilon)}
$$
tends to zero with $t$ uniformly in $0\le \epsilon\le 1$
 because of the factor
$t^{n-2n/(p^*+1-\epsilon)}$ which appears after scaling and has a positive
exponent if $\epsilon<4/(n-2)$.

We can take $t$ small enough so that the term containing $V_m^2$ in
\eqref{I} is small, say less than $\epsilon_1$.
 Recall that the $L^p$ norm is an
increasing and
continuous function of
$p$ and so, for $\epsilon $ small we can write for any $v\in L^{p^*+1}$,
$$
\|v\|_{L^{p^*+1-\epsilon}}= \|v\|_{L^{p^*+1}}-p_1(\epsilon),
$$
where $p_1(\epsilon)\ge 0$ and tends to zero with $\epsilon$.
It also follows from Minkowski's inequality that
$$
\Big( \int_{\mathbf{S}^n} v^{p^* +1}\,d\sigma \Big)^{1/(p^*+1)}=
\sum_j\Big(\int_{\mathbf{S}^n} |\tilde{w}^j|^{p^*+1}\Big)
^{1/(p^*+1)} -p_2(t),
$$
where $v(x)=v(\sigma^{-1}(y))=V(y)$ and
$p_2(t)\ge 0$ and tends to 0 with $t$.
So we can choose $t_0$ sufficiently small such that for all
$\epsilon<\epsilon_0$ and $t<t_0$ \eqref{I} becomes
\begin{align*}
I^\epsilon_{S^n}
&=\frac{\int_{S^n} \frac{1}{2} |\nabla v|^2 +\epsilon_1 \,d\sigma}
{\left(k\int_{\mathbf{S}^n}|\tilde{w}^j|^{p^*+1}
\right)^{2/(p^*+1)} \,d\sigma -P}\\
&=\frac{1}{\left(k\int_{\mathbf{S}^n}|\tilde{w}^j|^{p^*+1}
\,d\sigma\right)^{2/(p^*+1)}}
\Big[  \frac{\int_{\mathbf{S}^n}
\frac{1}{2} |\nabla v|^2 +\epsilon_1 \,d\sigma}
{1-P/\left(k\int_{\mathbf{S}^n}|\tilde{w}^j|^{p^*+1}\,d\sigma
\right)^ {2/(p^*+1)}}\Big],
\end{align*}
where $\epsilon_1,P\ge 0$ and small.
Expanding $|\nabla v|^2$
and using the fact that to first order
$$
\frac{1}{1-a}=1+a +\mbox{higher order terms}
$$
we obtain the  expansion
$$
I^\epsilon_{S^n}=C_1+C_2\int_{\mathbf{S}^n} \sum_{j,l} \nabla
\tilde{w}^j\cdot \nabla \tilde{w}^l + Q,
$$
where $C_1,C_2$ depend only on $k$ and $n$ and Q is small
for $t<t_0$ uniformly in $\epsilon<\epsilon_0$.

To calculate the integral
\begin{equation}
\int_{\mathbf{S}^n} \nabla \tilde{w}^j\cdot \nabla \tilde{w}^l
\label{grads}
\end{equation}
we can, without loss of generality,  rotate and assume that the centers
$x^j$, $x^l$ lie on the unit circle on the horizontal plane. We can now
do stereographic projection and use expression (\ref{wj}).
However,
\begin{align*}
\int_{\mathbb{R}^n} \nabla w^j\cdot \nabla w^l
&= \big(\frac{n-2}{2}\big)^2 \int_{\mathbb{R}^n}
\Big(\frac{1/t}{1+\frac{|y-y^j|^2}{t^2}}\Big)^{\frac{n-4}{2}}
\Big( \frac{1/t}{1+\frac{|y-y^l|^2}{t^2}} \Big)^{\frac{n-4}{2}}\\
&\quad\times \frac{(-2)(y-y^j)}{t^2(1+\frac{|y-y^j|^2}{t^2})^2}
\times\frac{(-2)(y-y^l)}{t^2(1+\frac{|y-y^l|^2}{t^2})^2}.
\end{align*}
The leading order in $t$ this is proportional to
\begin{equation}
\int_{\mathbb{R}^n} (y-y^j)\cdot (y-y^l)\, dx. \label{dot}
\end{equation}
In this expression, the term containing $|y|^2$ gives a fixed
contribution. Those corresponding to $y^j\cdot y$ vanish since they are
odd functions integrated over a domain symmetric with respect to the
origin.
The term containing $y^j\cdot y^l$ can be written as
$C|y^j|\,|y^l|\cos \alpha_{jl}$, where $\alpha_{jl}$ is the angle
between $y^j$ and $y^l$. By construction $|y^j|=|y^l|=1$ and
$\alpha_{jl}$ is proportional to the geodesic distance on the
sphere, $d(x^j,x^l)$.
So minimizing
\begin{equation}
\int_{\mathbf{S}^n}\sum_{j,l} \nabla \tilde{w}^j\cdot \nabla \tilde{w}^l
\label{sumgrads}
\end{equation}
is equivalent to minimizing $\sum_{j,l} \cos(\alpha_{j,l})$.

Thus the minimum energy for $k-$peaked solutions is achieved
when the distance among the $k$ peaks is maximized.
This proves the proposition.
For similar computations see(\cite{Ba}).
\end{proof}

\section{Open problems}

Some of the results that we use
 were originally proved for $n\ge 3$ but similar ones
have been shown to hold for $n=2$ (\cite{AS}) so in principle we could
also handle the case $n=2$ which is more directly related to biological
problems if the parity issue is resolved.

It would be interesting to study pattern formation on general surfaces, not
just the sphere and to analyze the way in which the geometry  affects
the location of peaks.

Another interesting question is the stability of the multipeak
solutions and the dynamics of the problem under the negative gradient
flow.

On the other hand, similar pattern formation problems on surfaces, but
with different nonlinearities, for instance, bistable potentials, also
appear very often and are the object of current research.



\subsection*{Acknowledgments}
We would like to thank Dr. A. A. Minzoni for many useful discussions
and suggestions and Dr. A. Castro for many improvements in the manuscript.
This work was supported in part by Conacyt Group Project
U47899-F and project 34203-E.
 We thank Ana P\'erez Arteaga for computational support.
Part of this work was carried out while the authors were
visiting the Mathematical
Institute, Oxford University, UK.


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\end{document}
