Flat initial conditions getdoccc1c. 417KB Jun 04 2011 12:04:59 AM

Proof of Lemma 4.5. By an analogue essentially inverse procedure as in the proof of Lemma 4.4, we first get 4.82 = X x n k t i , 2 ≤n≤N i+1 −1, 1 ≤k≤n N i+1 Y n=2 n −1 Y k=1 ϕ n x n −1 k t i , x n k+1 t i × det h F N i+1 +1−l,1 x N i+1 k t i+1 − x l 1 t i , a, b i 1 ≤k,l≤N i+1 . 4.83 Now we insert by linearity the factor Q N i+1 n=l+1 ϕ n x n −1 l t i , x n l+1 t i to terms F N i+1 +1−l,1 x N i+1 k t i+1 − x l 1 t i , a, b as well as the sum over the corresponding variables. The sums are carried out by using 4.71, from which we get the r.h.s. of 4.82. Lemma 4.6. Let us define φ n x, y = ϕ n x, y, φ n x n −1 n , y = v y n . 4.84 Then v x n 1 n det ” ϕ n x n −1 k , x n l — 1 ≤k,l≤n = det ” φ n x n −1 k , x n l — 1 ≤k,l≤n 4.85 Proof of Lemma 4.6. It is a consequence of the fact that both determinants are zero if the variables x j i do not interlace and when they do, the matrices are upper-triangular with diagonal equal to zero and with equal entries in the first n − 1 rows. The only difference is for the last row, where the matrix in l.h.s. of 4.85 has entries 1 and r.h.s. of 4.85 has entries v x n l n . 5 Asymptotic analysis

5.1 Flat initial conditions

To prove Theorem 2.2 we need the uniform convergence of the kernel in bounded sets as well as bounds uniform in T . These results are provided in the following Propositions 5.1, 5.2, 5.3. Let us define the rescaled and conjugate kernel by K resc T u 1 , s 1 ; u 2 , s 2 = Kn 1 , t 1 , x 1 ; n 2 , t 2 , x 2 T 1 3 e t 2 2L+R2 2 x 2 e t 1 2L+R2 2 x 1 5.1 where n i = nu i , t i = tu i , and x i = [−2n i + v t i − s i T 1 3 ]. 5.2 Proposition 5.1 Uniform convergence in a bounded set. Fix u 1 , u 2 , then for any fixed ℓ 0, the rescaled kernel K resc T converges uniformly for s 1 , s 2 ∈ [−ℓ, ℓ] 2 as lim T →∞ K resc T u 1 , s 1 ; u 2 , s 2 = S −1 v K A 1 S −1 h u 1 , S −1 v s 1 ; S −1 h u 2 , S −1 v s 2 , 5.3 with K A 1 the kernel of the Airy 1 process, see 2.25, and S v , S h are defined in 2.13. 1408 Proof of Proposition 5.1. First we consider the term coming from the second integral in 3.23, namely −T 1 3 2 πi I Γ 1 dz e Rt 1 1−z+L t 1 1−z e Rt 2 z+L t 2 z z n 1 +n 2 +x 2 1 − z n 1 +n 2 +x 1 +1 e t 2 2L+R2 2 x 2 e t 1 2L+R2 2 x 1 . 5.4 Define the functions Hz = Rz + L z − R2 − 2L lnz, g z = πθ + θ Hz, g 1 z, u = −uπ ′ θ + 1Hz + u1 − π ′ θ lnz1 − z, g 2 z, u, s = u 2 π ′′ θ [Hz + lnz1 − z] + s lnz, 5.5 from which we then set f z = g 1 − z − g z, f 1 z = g 1 1 − z, u 1 − g 1 z, u 2 − g 1 12, u 1 + g 1 12, u 2 , f 2 z = g 2 1 − z, u 1 , s 1 − g 2 z, u 2 , s 2 − g 2 12, u 1 , s 1 + g 2 12, u 2 , s 2 , f 3 z = − ln1 − z. 5.6 With these notations we get 5.4 = −T 1 3 2 πi I Γ 1 dze T f z+T 2 3 f 1 z+T 1 3 f 2 z+ f 3 z . 5.7 The function f z has a double critical point at z = 12 and the contribution for large T will be dominated by the one close z = 1 2. Thus we need to do series expansions around the critical point. Computations leads to f z = 1 3 κ z − 12 3 + O z − 12 4 , f 1 z = −u 1 − u 2 κ 1 z − 12 2 + O z − 12 3 , f 2 z = −2s 1 + s 2 z − 12 + O z − 12 2 , f 3 z = ln2 + O z − 12 5.8 with κ = 88L + Rπθ + θ , κ 1 = R + 4Lπ ′ θ + 1 + 41 − π ′ θ . 5.9 First we choose Γ 1 to be a steep descent path 3 for f z. Important for the later analysis is that the chosen steep descent path is, close to the critical point, the steepest descent one. We consider Γ 1 = γ ∨ γ c ∨ ¯γ, where γ = {12 + e −iπ3 ξ, 0 ≤ ξ ≤ 12}, ¯γ its image with respect to complex conjugation, and γ c = {1 − 12e i φ , π3 ≤ φ ≤ 2π − π3}. We also have f z = S R zRπθ + θ + S L zLπθ + θ , with S R z = 1 − 2z + 1 2 lnz 1 − z, S L z = 1 1 − z − 1 z − 2 lnz1 − z. 5.10 3 For an integral I = R γ dze t f z , we say that γ is a steep descent path if 1 Re f z is maximum at some z ∈ γ: Re f z Re f z for z ∈ γ \ {z }, and 2 Re f z is monotone along γ except at its maximum point z and, if γ is closed, at a point z 1 where the minimum of Re f is reached. 1409 On γ, simple computations leads to dReS R z d ξ = − 8 ξ 2 1 + 2ξ 2 1 + ξ 2 + 2ξ 2 1 − ξ 2 + 2ξ 2 , dReS L z d ξ = − 64 ξ 2 1 + 2ξ 2 2 − 12ξ 4 1 + ξ 2 + 2ξ 2 2 1 − ξ 2 + 2ξ 2 2 5.11 which are both strictly less than 0 for ξ ∈ 0, 12. Now consider the part of γ c with φ ∈ [π3, π]. Then dReS R z d φ = − 4 sin φ1 − cosφ 5 − 4 cosφ , dReS L z d φ = − 32 sin φ1 − cosφ2 − cosφ 5 − 4 cosφ 2 5.12 which are both strictly less than 0 for φ ∈ [π3, π. For the piece of γ c with φ ∈ π, 2π − π3], 5.12 is strictly positive, which is right since when φ increases we go closer to the critical point. Therefore the chosen Γ 1 is a steep descent path for f z. Take any δ 0 and set Γ δ 1 = {z ∈ Γ 1 ||z − 12| ≤ δ}. Then, if in 5.7 we integrate only along Γ δ 1 instead of integrating along Γ 1 , the error made is just of order O e −cT for some c 0 more exactly, c ∼ δ 3 for δ small. Thus we now consider the integral on Γ δ 1 only. There, we can use the above series expansions to obtain −2T 1 3 2 πi Z Γ δ 1 dze 1 3 κ T z −12 3 +u 2 −u 1 κ 1 T 2 3 z−12 2 −2s 1 +s 2 z−12 ×e O Tz−12 4 ,T 2 3 z−12 3 ,T 1 3 z−12 2 ,z −12 . 5.13 The difference between 5.13 and the same integral without the error term can be bounded by applying |e x − 1| ≤ |x|e |x| to O · · · . Thus, this error term can be bounded by 2T 1 3 2 π Z Γ δ 1 dz e 1 3 c κ T z −12 3 +u 2 −u 1 c 1 κ 1 T 2 3 z−12 2 −2c 2 s 1 +s 2 z−12 ×O T z − 12 4 , T 2 3 z − 12 3 , T 1 3 z − 12 2 , z − 12 5.14 for some c , c 1 , c 2 which can be taken as close to 1 as needed by setting δ small enough. Then, by the change of variable T 1 3 z − 12 = w one gets that this error term is of order O T −13 what is needed is just c 0. It remains to consider the leading term, namely 5.13 without the error terms. By extending the integral to infinity by continuing the two small straight segments forming Γ δ 1 , the error made is of order O e −cT . Thus we obtained that 5.4 is, up to an error O e −cT , T −13 uniform for s 1 , s 2 ∈ [−ℓ, ℓ] 2 , equal to −2T 1 3 2 πi Z γ ∞ dze 1 3 κ T z −12 3 +u 2 −u 1 κ 1 T 2 3 z−12 2 −2s 1 +s 2 z−12 , 5.15 1410 where γ ∞ is a path going from e i π3 ∞ to e −iπ3 ∞. By the change of variable w = κ T 1 3 z −12, we get 5.15 = −1 2 πi Z γ ∞ dw 2 κ 1 3 e 1 3 w 3 +u 2 −u 1 w 2 κ 1 κ 2 3 −2s 1 +s 2 wκ 1 3 5.16 = S −1 v Ai S −2 h u 2 − u 1 2 + S −1 v s 1 + s 2 ×e 2 3 S −3 h u 2 −u 1 3 +S −1 v S −1 h u 2 −u 1 s 1 +s 2 with S v and S h defined in 2.13. Here we used the Airy function representation −1 2 πi Z γ ∞ dve v 3 3+av 2 +bv = Aia 2 − b exp2a 3 3 − ab. 5.17 To finish the proof, we need to consider the term coming from the first integral in 3.23, namely − T 1 3 2 πi I Γ dw 1 w x 1 −x 2 +1  w 1 − w ‹ n 2 −n 1 e Rw+Lwt 1 −t 2 e t 2 2L+R2 2 x 2 e t 1 2L+R2 2 x 1 . 5.18 This can be rewritten as 5.18 = −T 1 3 2 πi I Γ dw w e T 2 3 p w−p 12+T 1 3 p 1 w−p 1 12 5.19 with p w = u 2 − u 1 π ′ θ + 1Hw − u 2 − u 1 1 − π ′ θ lnw1 − w, p 1 w = −u 2 2 − u 2 1 π ′′ θ 2 [Hw + lnw1 − w] − s 2 − s 1 lnw, 5.20 where Hw is the function defined in 5.5. Remark that we need to do the analysis only for u 2 u 1 . The function p has critical point at w = 1 2. The series expansions of p and p 1 around w = 1 2 are p w = p 12 + κ 1 u 2 − u 1 w − 12 2 + O w − 12 3 , p 1 w = p 1 12 + 2s 1 − s 2 w − 12 + O w − 12 2 . 5.21 We choose as path Γ = { 1 2 e i φ , φ ∈ −π, π]}. This is a steep descent path for p . In fact, for w ∈ Γ , ReHw = R 2 + 2L cosφ + R2 − 2L ln2, 5.22 Re − lnw1 − w = ln2 − ln |1 − w| = 2 ln2 − 1 2 ln5 − 4 cosφ, which are decreasing when cos φ decreases. Thus, we can integrate only on Γ δ = {w ∈ Γ ||w − 1 2| ≤ δ} and, for a small δ, the error term is just of order O e −cT 2 3 with c 0 c ∼ δ 2 as δ ≪ 1. The integral over Γ δ is then given by −2T 1 3 2 πi Z Γ δ dwe κ 1 u 2 −u 1 w−12 2 T 2 3 +2s 1 −s 2 w−12T 1 3 ×e O w−12 3 T 2 3 ,w −12 2 T 1 3 ,w −12 . 5.23 1411 As above, we use |e x −1| ≤ |x|e |x| , to control the difference between 5.23 and the same expression without the error terms. By taking δ ≪ 1 and the change of variable ˜ w = w − 12T 1 3 , we get that this difference is of order O T −13 uniformly for s 1 , s 2 in a bounded set. Once we have taken away the error terms in 5.23, we extend the integral to 1 2 ± i∞. By this we make only an error of order O e −cT 2 3 . The integration path can be deformed to 12 + i R without passing through any poles, therefore by setting w = 1 2 + i y T −13 we get − 1 π Z R d y e −κ 1 u 2 −u 1 y 2 +2s 1 −s 2 = − 1 p πκ 1 u 2 − u 1 exp ‚ − s 2 − s 1 2 κ 1 u 2 − u 1 Œ = − S −1 v Æ 4 πu 2 − u 1 S −1 h exp − s 2 − s 1 2 S −2 v 4u 2 − u 1 S −1 h . 5.24 Since all the error terms in the series expansions are uniform for s 1 , s 2 ∈ [−ℓ, ℓ] 2 , the result of the Proposition is proven. Proposition 5.2 Bound for the diffusion term of the kernel. For any s 1 , s 2 ∈ R and u 2 − u 1 0 fixed, the bound e t 2 2L+R2 2 x 2 e t 1 2L+R2 2 x 1 T 1 3 2 πi I Γ dw 1 w x 1 −x 2 +1  w 1 − w ‹ n 2 −n 1 e Rw+Lwt 1 −t 2 ≤ const e −|s 1 −s 2 | 5.25 holds for T large enough and const independent of T . The const is uniform in s 1 , s 2 but not in u 2 − u 1 . Proof of Proposition 5.2. From the analysis in Proposition 5.1, we just need a bound for |s 2 − s 1 | ≥ ℓ, ℓ 0 fixed. We start with 5.19 but to obtain a decaying bound for large |s 2 − s 1 | we consider another path Γ . Consider an ǫ with 0 ǫ ≪ 1 and set Γ = {w = ρe i φ , φ ∈ [−π, π}, with ρ =    1 2 + s 2 −s 1 T −13 u 2 −u 1 κ 1 , if |s 2 − s 1 | ≤ ǫT 1 3 , 1 2 + ǫ u 2 −u 1 κ 1 , if s 2 − s 1 ≥ ǫT 1 3 , 1 2 − ǫ u 2 −u 1 κ 1 , if s 2 − s 1 ≤ −ǫT 1 3 . 5.26 We have d d φ Rew − 1 2 lnw = −ρ sinφ, d d φ Re1 w + 2 lnw = − 4 ρ sin φ, and d d φ Re − lnw1 − w = − ρ sinφ 1 −2ρ cosφ+ρ 2 . Thus Γ is a steep descent path for p w. Moreover, since on Γ we have Relnw = ln ρ is a constant, Γ is also a steep descent path for p w plus the term of p 1 w proportional to s 2 − s 1 . Let, for a small δ 0 fixed, Γ δ = {w = ρe i φ , φ ∈ −δ, δ}. Then 5.19 = e T 2 3 p ρ−p 12+T 1 3 p 1 ρ−p 1 12 5.27 × O e −cT 2 3 + −T 1 3 2 πi Z Γ δ dw w e T 2 3 p w−p ρ+T 1 3 p 1 w−p 1 ρ for some c 0 for small δ, c ∼ δ 2 . On Γ δ the s i -dependent term in Rep 1 w − p 1 ρ is equal to zero and the rest is of order O φ 2 . Therefore the last integral can be bounded by T 1 3 2 π Z δ −δ d φ ρ e − 1 2 T 2 3 u 2 −u 1 π ′ θ +1Rρ+Lρ+1−π ′ θ ρ1−ρ 2 φ 2 +O T 2 3 φ 4 ,T 1 3 φ 2 . 5.28 1412 For δ small enough, and T large enough, the terms O T 2 3 φ 4 and O T 1 3 φ 2 are both controlled by the first term in the exponential. Then, by the change of variable T 1 3 φ = ψ one sees that r.h.s. of 5.28 is bounded by a constant, uniformly in T . What remains is therefore to bound the first term in the r.h.s. of 5.27. By the choice in 5.26 of ρ, |ρ − 12| ≤ ǫu 2 − u 1 κ 1 ≪ 1 for ǫ small enough which can be still chosen. Series expansion for ρ close to 12 leads to p ρ − p 12 = −2s 2 − s 1 ρ − 12T 1 3 1 + O ρ − 12 + κ 1 u 2 − u 1 ρ − 12 2 T 2 3 1 + O ρ − 12. 5.29 By 5.26 we obtain the bounds p ρ − p 12 = − s 2 − s 1 2 u 2 − u 1 κ 1 1 + O ǫ, if |s 2 − s 1 | ≤ ǫT 1 3 , 5.30 p ρ − p 12 = − |s 2 − s 1 |ǫT 1 3 u 2 − u 1 κ 1 1 + O ǫ, if |s 2 − s 1 | ≥ ǫT 1 3 . Combining the above result we have |5.25| ≤ h O e −cT 2 3 + O 1 ih e − s2−s1 2 u2−u1κ1 1+O ǫ + e − |s2−s1|ǫT 1 3 u2−u1κ1 1+O ǫ i . 5.31 Thus by taking an ǫ small enough and then T large enough the bound 5.31 implies the statement to be proven, since for any α 0, there exists a C α ∞ such that e −αs 2 −s 1 2 ≤ C α e −|s 2 −s 1 | . Proposition 5.3 Bound on the main term of the kernel. Let u 1 , u 2 be fixed. Then, for any s 1 , s 2 ∈ [−ℓ, ∞ 2 , the bound −T 1 3 2 πi I Γ 1 dz e Rt 1 1−z+L t 1 1−z e Rt 2 z+L t 2 z z n 1 +n 2 +x 2 1 − z n 1 +n 2 +x 1 +1 e t 2 2L+R2 2 x 2 e t 1 2L+R2 2 x 1 ≤ const e −s 1 +s 2 5.32 holds for T large enough, where const is a constant independent of T . Proof of Proposition 5.3. Let ˜ ℓ be a constant independent from T , which can still be chosen large if needed. For s 1 , s 2 ∈ [−ℓ, ˜ℓ] 2 , the result is a consequence of the estimates in the proof of Propo- sition 5.1. Therefore we can consider just s 1 , s 2 ∈ [−ℓ, ∞ 2 \ [−ℓ, ˜ℓ] 2 . Introduce the notation ˜ s i = s i + ℓ + ˜ℓT −23 , which then belongs to [˜ ℓT −23 , ∞. The integral to be bounded is −T 1 3 2 πi I Γ 1 dze T f z+T 2 3 f 1 z+T 1 3 f 2 z+ f 3 z 5.33 where f 1 z and f 3 z are given in 5.6, and f z and f 2 z are just slight modifications of the functions in 5.6, namely f z = πθ + θ H1 − z − Hz + ˜s 1 ln21 − z − ˜s 2 ln2z, f 2 z = g 2 1 − z, u 1 , −ℓ − ˜ℓ − g 2 z, u 2 , −ℓ − ˜ℓ 5.34 −g 2 12, u 1 , −ℓ − ˜ℓ + g 2 12, u 2 , −ℓ − ˜ℓ. 1413 We put ˜ s 1 and ˜ s 2 in f z, because they are not restricted to be of order T −23 as it was the case in Proposition 5.1. First we need to find a steep descent path for f z. We choose it as Γ 1 = {1 − ρe i φ , φ ∈ [−π, π} with 0 ρ ≤ 12, chosen as follows, ρ = ¨ 1 2 − ˜s 1 + ˜ s 2 κ 1 2 , ˜ s 1 + ˜ s 2 ≤ ǫ, 1 2 − ǫκ 1 2 , ˜ s 1 + ˜ s 2 ≥ ǫ, 5.35 for some small ǫ 0 to be fixed later. Recall that the ˜s i 0. To see that Γ 1 is a steep descent path, we consider f z term by term. First consider φ ∈ [0, π], the case φ ∈ [−π, 0] is obtained by symmetry. The term proportional to Rπθ + θ satisfies d d φ Re1 − 2z + 1 2 lnz 1 − z = − ρ3 − 8ρ cosφ + 4ρ 2 sinφ 1 − 2ρ cosφ + ρ 2 ≤ 0 5.36 for all 0 ρ ≤ 12, with equality only at φ = 0, π. The term proportional to Lπθ + θ satisfies d d φ Re1 1 − z − 1z − 2 lnz1 − z = − 1 − 2ρ cosφ + 2ρ 2 2 − ρ 2 sinφ 1 − 2ρ cosφ + ρ 2 2 ρ ≤ 0 5.37 for all 0 ρ ≤ 12, with equality only at φ = 0, π. Finally, Reln1 − z is constant on Γ 1 and −Reln2z = − ln2|z| is strictly decreasing while moving on Γ 1 with |φ| increasing. For a small δ 0, Γ δ 1 = {1 − ρe i φ , φ ∈ −δ, δ}. We also define Q ρ = exp € Re T f 1 − ρ + T 2 3 f 1 1 − ρ + T 1 3 f 2 1 − ρ Š . 5.38 Since Γ 1 is a steep descent path of f z, the integral over Γ 1 \ Γ δ 1 is bounded by Q ρO e −cT 5.39 for some c 0 independent of T . The contribution of the integral over Γ δ 1 is bounded by Q ρ −T 1 3 2 πi Z Γ δ 1 dze T f z− f 1−ρ+T 2 3 f 1 z− f 1 1−ρ+T 1 3 f 2 z− f 2 1−ρ+ f 3 z 5.40 The series expansion around φ = 0 is Re f 1 − ρe i φ − f 1 − ρ = −γ 1 φ 2 1 + O φ 5.41 with γ 1 = ˜ s 2 ρ 21 − ρ 2 + πθ + θ 1 − 2ρ 1 − ρ 2 ‚ R ρ3 − 2ρ 4 + L1 − ρ + 2ρ 2 3 ρ1 − ρ Œ , 5.42 and Re f 1 1 − ρe i φ − f 1 1 − ρ = γ 2 φ 2 1 + O φ, 5.43 with γ 2 = u 2 − u 1 κ 1 + O ρ − 12. 5.44 1414 Finally, Re f 2 1 − ρe i φ − f 2 1 − ρ = O φ 2 . Thus, by the change of variable z = 1 − ρe i φ , the above estimates, and by setting γ = γ 1 + γ 2 T −13 , we get 5.40 = Qρ T 1 3 ρ 2 π1 − ρ Z δ −δ d φe −γφ 2 T 1+ O φ1+O T −13 . 5.45 By choosing δ small enough independent of T and then T large enough, the factors with the error terms can be replaced by 1 2, thus 5.40 ≤ Qρ T 1 3 ρ 2 π1 − ρ Z δ −δ d φe −γφ 2 T 2 ≤ Qρ 1 p 2 πγT 1 3 . 5.46 Remark that, the worse case is when γ becomes small, and this happens when ρ → 12, i.e., it is the case of small values of ˜ s 1 + ˜s 2 . But even in this case, γ 1 T 1 3 ∼ s 1 + s 2 + 2ℓ + 2˜ℓ 1 2 ≥ 2˜ℓ 1 2 . Since γ 2 is of order one, γT 1 3 = γ 1 T 1 3 + γ 2 0 for ˜ℓ large enough. So, for by setting ˜ℓ large enough, 5.40 ≤ constQρ. This estimate, combined with 5.39, implies that the Proposition will be proven by showing that Q ρ ≤ const e −s 1 +s 2 . Since 1 −ρ is close to 12, we can apply the series expansion of f i around z = 1 2. The expansion of f 1 is in 5.8, while the one of f 2 is the same as in 5.8 with s 1 + s 2 = −2ℓ − 2˜ℓ. Finally, f z = 1 3 κ z − 12 3 1 + O z − 12 2 − ˜s 1 + ˜s 2 z − 121 + O z − 12. 5.47 First consider ˜ s 1 + ˜ s 2 ≤ ǫ. Then, with ρ chosen as in 5.35, we get Q ρ = e − 2 3 T ˜ s 1 +˜ s 2 3 2 κ −12 T 1+ O p ǫ e u 2 −u 1 κ 1 ˜ s 1 +˜ s 2 T 2 3 κ −1 1+O p ǫ ×e −2ℓ+˜ℓ˜s 1 +˜ s 2 κ −12 T 1 3 1+O p ǫ = e − 2 3 s 1 +s 2 +2ℓ+2˜ℓ 3 2 κ −12 1+O p ǫ e u 2 −u 1 κ 1 s 1 +s 2 +2ℓ+2˜ℓκ −1 1+O p ǫ ×e −2ℓ+˜ℓs 1 +s 2 +2ℓ+2˜ℓκ −12 T −13 1+O p ǫ . 5.48 Recall that s 1 + s 2 + 2ℓ + 2˜ℓ ≥ 2˜ℓ ≫ 1 for ˜ℓ ≫ 1. Therefore by choosing ˜ℓ large enough depending only on the coefficients κ , κ 1 , u 1 , u 2 which are however fixed, all the terms are controlled by the first one, i.e., Q ρ ≤ e − 1 3 s 1 +s 2 +2ℓ+2˜ℓ 3 2 κ −12 ≤ e − 1 3 s 1 +s 2 3 2 κ −12 . 5.49 Since this decays more rapidly that exp −s 1 + s 2 , the Proposition holds for ˜ s 1 + ˜ s 2 ≤ ǫ. The last case is ˜ s 1 + ˜ s 2 ≥ ǫ. In this case, with ρ chosen as in 5.35, we obtain Q ρ = e T κ −12 1+O p ǫ p ǫǫ3−˜s 1 +˜ s 2 e u 2 −u 1 κ 1 κ −1 ǫT 2 3 1+O p ǫ ×e −4ℓ+˜ℓκ −12 ǫT 1 3 1+O p ǫ . 5.50 But now, ǫ3 − ˜s 1 + ˜ s 2 ≤ − 2 3 ˜ s 1 + ˜s 2 , thus the first term in the exponential is, up to a positive constant, − p ǫT 1 3 s 1 + s 2 + 2ℓ + 2˜ℓ, which dominates the second term ∼ ǫT 2 3 ≤ s 1 + s 2 + 2ℓ + 2˜ℓ, and it also dominates the third term. Therefore, for any choice of ǫ and ˜ℓ made before, we can take T large enough such that Q ρ ≤ e − 1 3 p ǫT 1 3 s 1 +s 2 , 5.51 1415 which ends the proof of the Proposition. Proof of Theorem 2.2. The proof of Theorem 2.2 is the complete analogue of Theorem 2.5 in [3]. The results in Propositions 5.1,5.3,5.4, and 5.5 in [3] are replaced by the ones in Proposi- tion 5.1, 5.2, 5.3. The strategy is to write the Fredholm series of the expression for finite T and, by using the bounds in Propositions 5.2 and 5.3, see that it is bounded by a T -independent and integrable function. Once this is proven, one can exchange the sumsintegrals and the T → ∞ limit by the theorem of dominated convergence. For details, see Theorem 2.5 in [3].

5.2 Sketch of the result 2.23

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