Home Torsion Functions and the Cheeger Problem: A Fractional Approach
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Torsion Functions and the Cheeger Problem: A Fractional Approach

  • Hamilton P. Bueno EMAIL logo , Grey Ercole , Shirley S. Macedo and Gilberto A. Pereira
Published/Copyright: June 4, 2016

Abstract

Let Ω be a Lipschitz bounded domain of N, N2. The fractional Cheeger constant hs(Ω), 0<s<1, is defined by

h s ( Ω ) = inf E Ω P s ( E ) | E | , where P s ( E ) = N N | χ E ( x ) - χ E ( y ) | | x - y | N + s d x d y ,

with χE denoting the characteristic function of the smooth subdomain E. The main purpose of this paper is to show that

lim p 1 + | ϕ p s | L ( Ω ) 1 - p = h s ( Ω ) = lim p 1 + | ϕ p s | L 1 ( Ω ) 1 - p ,

where ϕps is the fractional (s,p)-torsion function of Ω, that is, the solution of the Dirichlet problem for the fractional p-Laplacian: -(Δ)psu=1 in Ω, u=0 in NΩ. For this, we derive suitable bounds for the first eigenvalue λ1,ps(Ω) of the fractional p-Laplacian operator in terms of ϕps. We also show that ϕps minimizes the (s,p)-Gagliardo seminorm in N, among the functions normalized by the L1-norm.

MSC 2010: 35P15; 35R11; 47A75

1 Introduction

The Cheeger constant h(Ω) of a bounded domain ΩN (N>1) is defined by

(1.1) h ( Ω ) = inf E Ω P ( E ) | E | ,

where E is a smooth subset of Ω and the nonnegative values P(E) and |E| denote, respectively, the distributional perimeter and the N-dimensional Lebesgue measure of E. A subset E that minimizes the quotient is a Cheeger set of Ω.

In [7] Kawohl and Fridman proved that

h ( Ω ) = lim p 1 + λ 1 , p ( Ω ) ,

where λ1,p(Ω) is the first eigenvalue of the Dirichlet p-Laplacian operator, that is, the least real number λ such that the Dirichlet problem

{ - Δ p u = λ | u | p - 2 u in Ω , u = 0 on Ω

has a nontrivial solution. (Recall that the p-Laplacian operator is defined by Δpu:=div(|u|p-2u), p>1.)

The first eigenvalue λ1,p(Ω) is also variationally characterized by

λ 1 , p ( Ω ) := min { | u | p p : u W 0 1 , p ( Ω ) , | u | p = 1 } ,

with ||r standing for the usual norm of Lr(Ω), 1r (this notation will be adopted from now on).

In [2] a different characterization of the Cheeger constant of Ω was obtained:

lim p 1 + 1 | ϕ p | p - 1 = h ( Ω ) = lim p 1 + 1 | ϕ p | 1 p - 1 ,

where ϕp denotes the p-torsion function of Ω, that is, the solution of the Dirichlet problem

{ - Δ p u = 1 in Ω , u = 0 on Ω ,

which is known as the p-torsional creep problem (see [6]).

We remark that

1 | ϕ p | 1 p - 1 = min { | u | p p : u W 0 1 , p ( N ) , | u | 1 = 1 } ,

since the minimum is attained at ϕp/|ϕp|1.

The fractional version of problem (1.1) consists in minimizing that quotient when P(E) is substituted by Ps(E), given by

P s ( E ) = N N | χ E ( x ) - χ E ( y ) | | x - y | N + s d x d y ,

where χE stands for the characteristic function of the smooth subdomain E. The value Ps(E) is called the (nonlocal) s-perimeter of E. So, the fractional Cheeger problem is the minimization problem

h s ( Ω ) = inf E Ω P s ( E ) | E | ,

and hs(Ω) is called the s-Cheeger constant of Ω.

For 1<p< and s(0,1), the fractional (s,p)-Laplacian (-Δ)ps is the nonlinear nonlocal operator defined by

( - Δ ) p s u ( x ) = lim ϵ 0 + N B ϵ ( x ) | u ( x ) - u ( y ) | p - 2 ( u ( x ) - u ( y ) ) | x - y | N + s p d y .

This definition is consistent, up to a normalization constant depending on p, s and N, with the usual p-Laplacian operator.

The first (fractional) eigenvalue λ1,ps(Ω) of (-Δ)ps is the least number λ such that the problem

{ ( - Δ ) p s u = λ | u | p - 2 u in Ω , u = 0 on N Ω

has a nontrivial weak solution (see [8, 4]). Its variational characterization is given by (see [1])

(1.2) λ 1 , p s ( Ω ) := min { [ u ] s , p p : u W 0 s , p ( Ω ) , | u | p = 1 } ,

where

(1.3) [ u ] s , p := ( N N | u ( x ) - u ( y ) | p | x - y | N + s p d x d y ) 1 p

is the (s,p)-seminorm of Gagliardo in N of a measurable function u and W0s,p(Ω) is a suitable fractional Sobolev space defined in the sequel (see Definition 2.1).

In [1] Brasco, Lindgren and Parini proved the s-Cheeger version of the result originally obtained by Kawohl and Friedman [7] for the Cheeger problem

(1.4) h s ( Ω ) = lim p 1 + λ 1 , p s ( Ω ) .

In this paper, by assuming that Ω is a Lipschitz bounded domain, we show, in the spirit of the paper [2], that the fractional version of the torsional creep problem

(1.5) { ( - Δ ) p s u = 1 in Ω , u = 0 on N Ω

is intrinsically connected to both the s-Cheeger problem and the first eigenproblem for the fractional Dirichlet p-Laplacian, as p goes to 1.

This connection will be developed in Section 2, where we introduce the (s,p)-torsion function of Ω, that is, the weak solution ϕps of (1.5). We will derive the estimates

(1.6) 1 | ϕ p s | p - 1 λ 1 , p s ( Ω ) ( | Ω | | ϕ p s | 1 ) p - 1

and

(1.7) | ϕ p s | | ϕ p s | 1 1 | B 1 | ( s p + N ( p - 1 ) s p ) s p + N ( p - 1 ) s p ( λ 1 , p s ( Ω ) λ 1 , p s ( B 1 ) ) N s p ,

where B1 denotes the unit ball of N.

Then, taking (1.4) into account, we will combine (1.6) with (1.7) in order to conclude the main result of this paper:

lim p 1 + 1 | ϕ p s | p - 1 = h s ( Ω ) = lim p 1 + 1 | ϕ p s | 1 p - 1 .

Moreover, in Section 2 we prove that ϕps minimizes, in W0s,p(Ω){0}, the Rayleigh quotient [u]s,pp/|u|1p. As an immediate consequence of this fact, we show that ϕps is a radial function when Ω is a ball.

2 The Main Results

From now on Ω denotes a Lipschitz bounded domain of N, N2, and 0<s<1<p<Ns.

Definition 2.1

The Sobolev space W0s,p(Ω) is the closure of C0(Ω) with respect to the norm

(2.1) u := [ u ] s , p + | u | p ,

where [u]s,p is defined by (1.3).

The functions in W0s,p(Ω) have a natural extension to N and, although u=0 in NΩ, the identity

[ u ] s , p p = Ω Ω | u ( x ) - u ( y ) | p | x - y | N + s p d x d y + 2 N Ω Ω | u ( x ) | p | x - y | N + s p d x d y

shows dependence on values in NΩ.

It is worth mentioning that W0s,p(Ω) is a reflexive Banach space and that this space coincides with the closure of C0(Ω) relative to the norm

u ( Ω Ω | u ( x ) - u ( y ) | p | x - y | N + s p d x d y ) 1 p + | u | p ,

if Ω is Lipschitz (see [1, Proposition B.1]).

Moreover, thanks to the fractional Poincaré inequality (see [1, Lemma 2.4])

| u | p p C N , s , p , Ω [ u ] s , p p for all u C 0 ( Ω ) ,

we have that []s,p is also a norm in W0s,p(Ω), equivalent to the norm defined in (2.1).

We refer the reader to [3] for fractional Sobolev spaces.

Definition 2.2

We say that a function uW0s,p(Ω) is a weak solution of the fractional Dirichlet problem

(2.2) { ( - Δ ) p s u = f in Ω , u = 0 on N Ω ,

if

(2.3) ( - Δ ) p s u , φ = Ω f φ d x for all φ W 0 s , p ( Ω ) ,

where

( - Δ ) p s u , φ := N N | u ( x ) - u ( y ) | p - 2 ( u ( x ) - u ( y ) ) ( φ ( x ) - φ ( y ) ) | x - y | N + s p d x d y ,

a notation that will be used from now on.

The existence of a weak solution of (2.2) when fL1(Ω) follows from direct minimization in W0s,p(Ω) of the functional

1 p [ u ] s , p p - Ω f ( x ) u ( x ) d x ,

whereas the uniqueness comes from, for instance, the comparison principle for the fractional p-Laplacian (see [8, Lemma 9]). The same principle shows that if f is nonnegative, then the weak solution u is nonnegative as well. When fL(Ω) and Ω is sufficiently smooth, say with boundary at least of class C1,1, the weak solutions are α-Hölder continuous up to the boundary for some α(0,1), see [5].

When f1 the Dirichlet problem (2.2) will be referred to as the (s,p)-fractional torsional creep problem and its unique weak solution will be called (s,p)-torsion function. Let us denote this function by ϕps. We have ϕps0 and

( - Δ ) p s ϕ p s , φ = Ω φ d x for all φ W 0 s , p ( Ω ) .

In particular, by taking φ=ϕps we obtain

( - Δ ) p s ϕ p s , ϕ p s = [ ϕ p s ] s , p p = | ϕ p s | 1 .

Theorem 2.3

We have

(2.4) 1 | ϕ p s | 1 p - 1 = min { [ v ] s , p p : v W 0 s , p ( Ω ) , | v | 1 = 1 } = [ ϕ p s | ϕ p s | 1 ] s , p .

Moreover, ϕps/|ϕps|1 is the only nonnegative function attaining the minimum.

Proof.

Since the functional v|v|1 is not differentiable, we will first consider the minimization problem

(2.5) m := inf { [ v ] s , p p : v W 0 s , p ( Ω ) , Ω v d x = 1 }

and show that it is uniquely solved by the positive function ϕps/|ϕps|1.

Thus, let us take a sequence (un)W0s,p(Ω) such that

Ω u n d x = 1 and [ u n ] s , p p m .

We observe that the sequence (un) is bounded in L1(Ω):

| u n | 1 p | Ω | p - 1 | u n | p p | Ω | p - 1 λ 1 , p s ( Ω ) - 1 [ u n ] s , p p .

Since W0s,p(Ω) is reflexive, the L1-boundedness of (un) implies the existence of uW0s,p(Ω) such that, up to a subsequence, unu (weak convergence) in W0s,p(Ω) and unu in L1(Ω). The convergence in L1(Ω) implies that Ωudx=1, so that m[u]s,pp. On the other hand, the weak convergence guarantees that

[ u ] s , p + 1 = u lim inf u n = lim inf ( [ u n ] s , p + 1 ) = m 1 p + 1 .

It follows that m=[u]s,pp, so that the infimum in (2.5) is attained by the weak limit u.

By applying Lagrange multipliers, we infer the existence of a real number λ such that

(2.6) ( - Δ ) p s u , φ = λ Ω φ d x for all φ W 0 s , p ( Ω ) .

Taking φ=u, we conclude that λ=m>0, since m=[u]s,pp and Ωudx=1. This fact and (2.6) imply that u is a weak solution of the Dirichlet problem

{ ( - Δ ) p s u = m in Ω , u = 0 on N Ω .

By uniqueness, we have u=m1p-1ϕps0. Since Ωudx=1, we conclude that

m = 1 | ϕ p s | 1 p - 1 and u = ϕ p s | ϕ p s | 1 .

We remark that

1 | ϕ p s | 1 p - 1 [ | v | ] s , p p [ v ] s , p p

for every vW0s,p(Ω) such that |v|1=1. This finishes the proof since

1 | ϕ p s | 1 p - 1 = [ ϕ p s | ϕ p s | 1 ] s , p and | ϕ p s | ϕ p s | 1 | 1 = 1 .

The next result recovers [5, Lemma 4.1].

Corollary 2.4

The (s,p)-torsion function is radial when Ω is a ball.

Proof.

Let (ϕps)W0s,p(Ω) be the Schwarz symmetrization of ϕps, that is, the radially decreasing function such that

{ ϕ p s > t } * = { ( ϕ p s ) * > t } , t > 0 ,

where, for any DN, D* stands for the N-dimensional ball with the same volume of D.

It is well known that (ϕps)*0, [(ϕps)*]s,p[ϕps]s,p and |(ϕps)*|1=|ϕps|1. Therefore, (ϕps)*/|(ϕps)*|1 attains the minimum in (2.4) and, by uniqueness, we have (ϕps)*=ϕps. ∎

It is also well known that the first eigenfunctions of the fractional p-Laplacian belong to L(Ω) and are either positive or negative almost everywhere in Ω. Moreover, they are scalar multiple of each other. So, let us denote by eps the positive and L-normalized first eigenfunction. It follows that |eps|=1 and

{ ( - Δ ) p s e p s = λ 1 , p s ( Ω ) ( e p s ) p - 1 in Ω , e p s = 0 on N Ω ,

meaning that

(2.7) ( - Δ ) p s e p s , φ = λ 1 , p s ( Ω ) Ω ( e p s ) p - 1 φ d x for all φ W 0 s , p ( Ω ) .

Of course, by taking φ=eps in (2.7) we obtain

( - Δ ) p s e p s , e p s = [ e p s ] s , p p = λ 1 , p s ( Ω ) | e p s | p p .

As mentioned in the introduction, λ1,ps(Ω) is variationally characterized by (1.2).

Proposition 2.5

Let uW0s,p(Ω) be the weak solution of (2.2) with fL(Ω){0}. Then

(2.8) | f | - 1 p - 1 u ϕ p s a.e. in Ω

and

(2.9) λ 1 , p s ( Ω ) | f | ( | Ω | | u | 1 ) p - 1 .

Proof.

Since u and ϕps are both equal zero in NΩ and

( - Δ ) p s ( | f | - 1 p - 1 u ) , φ = | f | - 1 ( - Δ ) p s u , φ = | f | - 1 Ω f φ d x f 0 φ d x Ω φ d x ( - Δ ) p s ϕ p s , φ

holds for every nonnegative φW0s,p(Ω), inequality (2.8) follows from the comparison principle (see [8, Lemma 9]).

In order to prove (2.9), we use (1.2) and Hölder’s inequality:

λ 1 , p s ( Ω ) [ u ] s , p p | u | p p = Ω f u d x | u | p p | f | | u | 1 | u | p p | f | | u | 1 | u | 1 p | Ω | p - 1 = f ( | Ω | | u | 1 p ) p - 1 .

Corollary 2.6

We have

(2.10) e p s λ 1 , p s ( Ω ) 1 p - 1 ϕ p s a.e. in Ω

and

(2.11) 1 | ϕ p s | p - 1 λ 1 , p s ( Ω ) | Ω | p - 1 | ϕ p s | 1 p - 1 .

Proof.

Taking u=eps and f=λ1,p(Ω)(eps)p-1 in (2.8), we readily obtain (2.10). Hence, passing to maxima, we arrive at the first inequality in (2.11). The second inequality follows from (2.9) with u=ϕps and f1. ∎

We would like to emphasize the following consequence of (2.10): ϕps>0 almost everywhere in Ω.

A Faber–Krahn inequality also holds true for the first fractional eigenvalue.

Lemma 2.7

Lemma 2.7 ([1, Theorem 3.5])

Let p>1 and s(0,1). For every bounded domain DRN, we have

| B 1 | s p N λ 1 , p s ( B 1 ) = | B | s p N λ 1 , p s ( B ) | D | s p N λ 1 , p s ( D ) ,

where B is any N-dimensional ball and B1 denotes the unit ball of RN.

Remark 2.8

Since hs(D)=limp1+λ1,ps(D), one has, immediately,

(2.12) | B 1 | s N h s ( B 1 ) = | B | s N h s ( B ) | D | s N h s ( D ) .

The next estimate is obtained by applying standard set-level techniques; however, the bounds obtained are adequate to study the asymptotic behavior as p1+.

Proposition 2.9

Let uW01,p(Ω){0} be a nonnegative weak solution of (2.2) with fL(Ω). Then uL(Ω) and

(2.13) | u | | u | 1 1 | B 1 | ( s p + N ( p - 1 ) s p ) s p + N ( p - 1 ) s p ( | f | λ 1 , p s ( B 1 ) | u | p - 1 ) N s p .

Proof.

For each k>0, we set

A k = { x Ω : u ( x ) > k } .

Since uW0s,p(Ω) and u0 in Ω, the function

( u - k ) + = max { u - k , 0 } = { u - k if u > k , 0 if u k

belongs to W0s,p(Ω). Therefore, choosing φ=(u-k)+ in (2.3), we obtain

( - Δ ) p s u , ( u - k ) + = A k f ( x ) ( u - k ) d x .

It is not difficult to check that

[ ( u - k ) + ] s , p p ( - Δ ) p s u , ( u - k ) + .

Thus, we have

(2.14) [ ( u - k ) + ] s , p p A k ( u - k ) f d x | f | A k ( u - k ) d x .

We now consider k>0 such that |Ak|>0. In order to estimate [(u-k)+]s,pp from below, let us fix a ball BN and apply Lemma 2.7 to obtain

| B 1 | s p N λ 1 , p s ( B 1 ) | A k | - s p N λ 1 , p s ( A k ) [ ( u - k ) + ] s , p p A k ( u - k ) p d x .

Hence, Hölder’s inequality yields

( A k ( u - k ) d x ) p | A k | p - 1 A k ( u - k ) p d x | A k | p - 1 | A k | s p N [ ( u - k ) + ] s , p p | B 1 | s p N λ 1 , p s ( B 1 ) .

Thus, from (2.14) it follows that

| B 1 | s p N λ 1 , p s ( B 1 ) | A k | - s p + N ( p - 1 ) N ( A k ( u - k ) d x ) p [ ( u - k ) + ] s , p p | f | A k ( u - k ) d x ,

which yields

( A k ( u - k ) d x ) p - 1 | f | | A k | s p + N ( p - 1 ) N | B 1 | s p N λ 1 , p s ( B 1 ) ,

and so

(2.15) ( A k ( u - k ) d x ) N ( p - 1 ) s p + N ( p - 1 ) ( | f | | B 1 | s p N λ 1 , p s ( B 1 ) ) N s p + N ( p - 1 ) | A k | .

Define

g ( k ) := A k ( u - k ) d x = k | A k | d t ,

the last equality being a consequence of Cavalieri’s principle. Combining the definition of g(k) with (2.15), we have

[ g ( k ) ] N ( p - 1 ) s p + N ( p - 1 ) - ( | f | | B 1 | s p N λ 1 , p s ( B 1 ) ) N s p + N ( p - 1 ) g ( k ) .

Therefore,

(2.16) 1 - ( | f | | B 1 | s p N λ 1 , p s ( B 1 ) ) N s p + N ( p - 1 ) [ g ( k ) ] - N ( p - 1 ) s p + N ( p - 1 ) g ( k ) .

Integration of (2.16) from 0 to k produces

k ( s p + N ( p - 1 ) s p ) ( | f | | B 1 | s p N λ 1 , p s ( B 1 ) ) N s p + N ( p - 1 ) [ g ( 0 ) s p s p + N ( p - 1 ) - g ( k ) s p s p + N ( p - 1 ) ]
( s p + N ( p - 1 ) s p ) ( | f | | B 1 | s p N λ 1 , p s ( B 1 ) ) N s p + N ( p - 1 ) | u | 1 s p s p + N ( p - 1 ) ,

since g(k)0 and g(0)=|u|1.

Let c denote, just for a moment, the right-hand side of the latter inequality. We have proved that kc whenever |Ak|>0. Since c does not depend on k, this implies that |Ak|=0 for every k>c, thus allowing us to conclude that uL(Ω) and also that |u|c. So,

| u | ( s p + N ( p - 1 ) s p ) ( | f | | B 1 | s p N λ 1 , p s ( B 1 ) ) N s p + N ( p - 1 ) | u | 1 s p s p + N ( p - 1 )

or, equivalently,

| u | 1 + N ( p - 1 ) s p ( s p + N ( p - 1 ) s p ) s p + N ( p - 1 ) s p ( | f | | B 1 | s p N λ 1 , p s ( B 1 ) ) N s p | u | 1 ,

from which (2.13) follows. ∎

Corollary 2.10

The (s,p)-torsion function ϕps belongs to L(Ω) and, in addition,

(2.17) 1 | Ω | | ϕ p s | | ϕ p s | 1 1 | B 1 | ( s p + N ( p - 1 ) s p ) s p + N ( p - 1 ) s p ( λ 1 , p s ( Ω ) λ 1 , p s ( B 1 ) ) N s p .

Proof.

The first inequality is obvious. Proposition 2.9 with u=ϕps and f1 yields

| ϕ p s | | ϕ p s | 1 1 | B 1 | ( s p + N ( p - 1 ) s p ) s p + N ( p - 1 ) s p ( 1 λ 1 , p s ( B 1 ) | ϕ p s | p - 1 ) N s p .

Now, the second inequality in (2.17) follows from the first inequality in (2.11). ∎

Theorem 2.11

One has

lim p 1 + 1 | ϕ p s | p - 1 = h s ( Ω ) = lim p 1 + 1 | ϕ p s | 1 p - 1 .

Proof.

Taking (1.4) into account, we have

lim p 1 + λ 1 , p s ( Ω ) λ 1 , p s ( B 1 ) = h s ( Ω ) h s ( B 1 ) ( 0 , ) .

Hence, from (2.17) it follows that

lim p 1 + ( | ϕ p s | | ϕ p s | 1 ) p - 1 = 1 .

Thus, by making p go to 1 in (2.11), we have

lim p 1 + λ 1 , p s ( Ω ) lim p 1 + | Ω | p - 1 | ϕ p s | 1 p - 1
= lim p 1 + 1 | ϕ p s | 1 p - 1
= lim p 1 + ( | ϕ p s | | ϕ p s | 1 ) p - 1 lim p 1 + 1 | ϕ p s | p - 1
= lim p 1 + 1 | ϕ p s | p - 1
lim p 1 + λ 1 , p s ( Ω ) .

Since limp1+λ1,p(Ω)=hs(Ω), we are done. ∎

In [1], Brasco, Lindgren and Parini also proved that

h s ( Ω ) = inf { [ v ] s , 1 p : v W 0 s , 1 ( Ω ) , | v | 1 = 1 } .

Since W0s,1(Ω) is not reflexive, they were able to prove that the minimum hs(Ω) is attained on the larger Sobolev space

𝒲 0 s , 1 ( Ω ) := { v L 1 ( Ω ) : [ v ] s , 1 p < , u = 0 a.e. in N Ω } .

For completeness, we state the following result on the behavior of the L1-normalized family {ϕps/|ϕps|1} as p1. It corresponds to [1, Theorem 7.2], which was proved for the family {eps/|eps|1}. Its proof is similar and thus omitted.

Theorem 2.12

Let up:=ϕps/|ϕps|1. There exists a sequence (pn) such that pn1+ and upnu in Lq(Ω) for every q<. The limit function u is a solution of the minimization problem

h s ( Ω ) = min v 𝒲 0 s , 1 ( Ω ) { [ v ] s , 1 : u 0 , | u | 1 = 1 } .

Moreover, uL(Ω) and

(2.18) 1 | Ω | | u | 1 | B 1 | ( h s ( Ω ) h s ( B 1 ) ) N s .

The upper bound that appears in the statement of [1, Theorem 7.2] is

[ | B | N - s N P s ( B ) ] N s h s ( Ω ) N s .

However, it is very simple to check, by applying (2.12), that it is equal to the upper bound in (2.18).

We remark that, once obtained the convergence in Lq(Ω) stated above, the upper bound in (2.18) follows from (2.17). Indeed, since

| u | q = lim n | u p n | q | Ω | 1 q lim n | u p n | ,

(2.17) implies that

| Ω | - 1 q | u | q lim n | u p n | 1 | B 1 | ( h s ( Ω ) h s ( B 1 ) ) N s .

Hence, the upper bound in (2.18) follows, since |u|=limq|Ω|-1q|u|q.

The lower bound in (2.18), which does not appear in the statement of [1, Theorem 7.2], follows by taking q=1, since

1 = lim n | u p n | 1 = | u | 1 | u | | Ω | .

It is interesting to note that, as it happens with the standard p-torsion functions, |u|=|Ω|-1 when Ω is a ball. In fact, in this case (2.12) yields

1 | B 1 | ( h s ( Ω ) h s ( B 1 ) ) N s = 1 | Ω | .


Communicated by Jean Mawhin


Award Identifier / Grant number: 483970/2013-1

Award Identifier / Grant number: 306590/2014-0

Award Identifier / Grant number: CEX-PPM-00165

Funding statement: The authors acknowledge the support of CNPq-Brazil and FAPEMIG.

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Received: 2016-02-15
Accepted: 2016-05-03
Published Online: 2016-06-04
Published in Print: 2016-11-01

© 2016 by De Gruyter

This work is licensed under the Creative Commons Attribution 4.0 International License.

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