An Inverse Problem for Two Spectra of Complex Finite Jacobi Matrices

Size: px
Start display at page:

Download "An Inverse Problem for Two Spectra of Complex Finite Jacobi Matrices"

Transcription

1 Coyright 202 Tech Science Press CMES, vol.86, no.4,.30-39, 202 An Inverse Problem for Two Sectra of Comlex Finite Jacobi Matrices Gusein Sh. Guseinov Abstract: This aer deals with the inverse sectral roblem for two sectra of finite order comlex Jacobi matrices (tri-diagonal symmetric matrices with comlex entries). The roblem is to reconstruct the matrix using two sets of eigenvalues, one for the original Jacobi matrix and one for the matrix obtained by relacing the first diagonal element of the Jacobi matrix by some another number. The uniueness and existence results for solution of the inverse roblem are established and an exlicit algorithm of reconstruction of the matrix from the two sectra is given. Keywords: Jacobi matrix, difference euation, eigenvalue, normalizing numbers, inverse sectral roblem. Introduction Let J be an N N Jacobi matrix of the form b 0 a a 0 b a a b J = , () b N 3 a N a N 3 b N 2 a N a N 2 b N where for each n, a n and b n are arbitrary comlex numbers such that a n is different from zero: a n,b n C, a n 0. (2) Deartment of Mathematics, Atilim University, Incek, Ankara, Turkey. guseinov@atilim.edu.tr

2 302 Coyright 202 Tech Science Press CMES, vol.86, no.4,.30-39, 202 A distinguishing feature of the Jacobi matrix () from other matrices is that the eigenvalue roblem Jy = λy for a column vector y = {y n } n=0 N is euivalent to the second order linear difference euation a n y n + b n y n + a n y n+ = λy n, (3) n {0,,...,N }, a = a N =, for {y n } N n=, with the boundary conditions y = y N = 0. (4) This allows, using techniues from the theory of three-term linear difference euations Atkinson (964), to develo a thorough analysis of the eigenvalue roblem Jy = λy. Define J to be the Jacobi matrix where all a n and b n are the same as J, excet b 0 is relaced by b 0 C, that is, J = b0 a a 0 b a a b (5) b N 3 a N a N 3 b N 2 a N a N 2 b N We shall assume that b0 b 0. (6) Denote by λ,...,λ all the distinct eigenvalues of the matrix J and by m,...,m their multilicities, resectively, as the roots of the characteristic olynomial det(j λi) so that N, m m = N, and det(λi J) = (λ λ ) m (λ λ ) m. (7) Further, denote by λ,..., λ all the distinct eigenvalues of the matrix J and by n,...,n their multilicities, resectively, as the roots of the characteristic olynomial det( J λi) so that N, n n = N, and det(λi J) = (λ λ ) n (λ λ ) n. (8)

3 An Inverse Problem for Two Sectra 303 The collections {λ k, m k (k =,..., )} and { λ i, n i (i =,...,)} (9) form the sectra (together with their multilicities) of the matrices J and J, resectively. We call these collections the two sectra of the matrix J. The inverse roblem about two sectra consists in reconstruction of the matrix J by its two sectra. This roblem consists of the following arts: (i) Is the matrix J determined uniuely by its two sectra? (ii) To indicate an algorithm for the construction of the matrix J from its two sectra. (iii) To find necessary and sufficient conditions for two collection of numbers in (9) to be the two sectra for some matrix of the form () with entries from class (2). For real finite Jacobi matrices this roblem is comletely solved in Guseinov (202). Note that in case of real entries the finite Jacobi matrix is selfadjoint and its eigenvalues are real and distinct. In the comlex case the Jacobi matrix is, in general, no longer selfadjoint and its eigenvalues may be comlex and multile. In the resent aer we show, by reducing the inverse roblem about two sectra to the inverse roblem about sectral data consisting of the eigenvalues and normalizing numbers of the matrix, that the comlex Jacobi matrix is determined from two sectra given in (9) uniuely u to signs of the off-diagonal elements of the matrix. We indicate also necessary and sufficient conditions for two collections of numbers of the form given in (9) to be two sectra of a Jacobi matrix J of the form () with entries belonging to the class (2). For given collections in (9), assuming that m k λ k i= we construct the numbers n i λi =: a 0, (0) β k j = a(m k j)! lim λ λ k d mk j dλ m k j ( j =,...,m k ; k =,..., ) (λ λ i ) n i i= (λ λ l ) m l l=,l k ()

4 304 Coyright 202 Tech Science Press CMES, vol.86, no.4,.30-39, 202 and then set s l = m k j= ( l j ) l j+ β k j λk, l = 0,,2,..., (2) where ( ) ( l j is a binomial coefficient and we ut l j ) = 0 if j > l. Using these numbers we introduce the determinants s 0 s s n s s 2 s n+ D n =....., n = 0,,2,.... (3). s n s n+ s 2n The main result of this aer is the following theorem. Theorem. Let two collections of numbers in (9) be given, where λ,...,λ are distinct comlex numbers with {,...,N} and m,...,m are ositive integers such that m m = N; the λ,..., λ are distinct comlex numbers with {,...,N} and n,...,n are ositive integers such that n n = N. In order for these collections to be two sectra for a Jacobi matrix J of the form () with entries belonging to the class (2), it is necessary and sufficient that the following two conditions be satisfied: (i) λ k λ i for all k {,..., }, i {,...,}, and (0) holds; (ii) D n 0, for n {,2,...,N }, where D n is the determinant defined by (3), (2), (). Under the conditions (i) and (ii) the entries a n and b n of the matrix J for which the collections in (9) are two sectra, are recovered by the formulae a n = ± D n D n+ D n, n {0,,...,N 2}, D =, (4) b n = n D n n D n, n {0,,...,N }, = 0, 0 = s, (5) where D n is defined by (3), (2), (), and n is the determinant obtained from the determinant D n by relacing in D n the last column by the column with the comonents s n+,s n+2,...,s 2n+. Further, the element b 0 of the matrix J corresonding to the matrix J by (5) is determined by the formula b0 = b 0 + i= n i λi m k λ k.

5 An Inverse Problem for Two Sectra 305 It follows from the above solution of the inverse roblem about two sectra that the matrix () is not uniuely restored from the two sectra. This is linked with the fact that the a n are determined from (4) uniuely u to a sign. To ensure that the inverse roblem is uniuely solvable, we have to secify additionally a seuence of signs + and. Namely, let {σ 0,σ,...,σ N 2 } be a given finite seuence, where for each n {0,,...,N 2} the σ n is + or. We have 2 N such different seuences. Now to determine a n uniuely from (4) for n {0,,...,N 2} we can choose the sign σ n when extracting the suare root. In this way we get recisely 2 N distinct Jacobi matrices ossessing the same two sectra. The inverse roblem is solved uniuely from the data consisting of the two sectra and a seuence {σ 0,σ,...,σ N 2 } of signs + and. Thus, we can say that the inverse roblem with resect to the two sectra is solved uniuely u to signs of the off-diagonal elements of the recovered Jacobi matrix. The aer is organized as follows. Section 2 is auxiliary and resents solution of the inverse sectral roblem for comlex finite Jacobi matrices in terms of the eigenvalues and normalizing numbers. Last Section 3 resents the solution of the inverse roblem for comlex finite Jacobi matrices in terms of the two sectra. 2 Auxiliary facts In this section we follow the auhtor s aer Guseinov (2009). Given a Jacobi matrix J of the form () with the entries (2), consider the eigenvalue roblem Jy = λy for a column vector y = {y n } N n=0, that is euivalent to the roblem (3), (4). Denote by {P n (λ)} N n= and {Q n(λ)} N n= the solutions of E. (3) satisfying the initial conditions P (λ) = 0, P 0 (λ) = ; (6) Q (λ) =, Q 0 (λ) = 0. (7) For each n 0, P n (λ) is a olynomial of degree n and is called a olynomial of first kind and Q n (λ) is a olynomial of degree n and is known as a olynomial of second kind. These olynomials can be found recurrently from E. (3) using initial conditions (6) and (7). The leading terms of the olynomials P n (λ) and Q n (λ) have the forms P n (λ) = The euality λ n λ n +..., n 0; Q n (λ) = +..., n. (8) a 0 a a n a 0 a a n det(j λi) = ( ) N a 0 a a N 2 P N (λ) (9)

6 306 Coyright 202 Tech Science Press CMES, vol.86, no.4,.30-39, 202 holds [see Guseinov (2009)] so that the eigenvalues of the matrix J coincide with the zeros of the olynomial P N (λ). The Wronskian of the solutions P n (λ) and Q n (λ), a n [P n (λ)q n+ (λ) P n+ (λ)q n (λ)], does not deend on n {,0,,...,N }. On the other hand, the value of this exression at n = is eual to by (6), (7), and a =. Therefore a n [P n (λ)q n+ (λ) P n+ (λ)q n (λ)] = for all n {,0,,...,N }. Putting, in articular, n = N, we arrive at P N (λ)q N (λ) P N (λ)q N (λ) =. (20) Let R(λ) = (J λi) be the resolvent of the matrix J (by I we denote the identity matrix of needed dimension) and e 0 be the N-dimensional column vector with the comonents, 0,..., 0. The rational function w(λ) = R(λ)e 0,e 0 = (λi J) e 0,e 0, (2) introduced earlier in Hochstadt (974), we call the resolvent function of the matrix J, where, denotes the standard inner roduct in C N. This function is known also as the Weyl-Titchmarsh function of J. The entries R nm (λ) of the matrix R(λ) = (J λi) (resolvent of J) are of the form R nm (λ) = { Pn (λ)[q m (λ) + M(λ)P m (λ)], 0 n m N, P m (λ)[q n (λ) + M(λ)P n (λ)], 0 m n N, (22) [see Guseinov (2009)] where M(λ) = Q N(λ) P N (λ). (23) According to (2), (22), (23) and using initial conditions (6), (7), we get w(λ) = R 00 (λ) = M(λ) = Q N(λ) P N (λ). (24) We will use the following well-known useful lemma. We bring it here for easy reference. Lemma. Let A(λ) and B(λ) be olynomials with comlex coefficients and dega < degb = N. Next, suose that B(λ) = b(λ z ) m (λ z ) m, where

7 An Inverse Problem for Two Sectra 307 z,...,z are distinct comlex numbers, b is a nonzero comlex number, and m,...,m are ositive integers such that m m = N. Then there exist uniuely determined comlex numbers a k j ( j =,...,m k ; k =,..., ) such that A(λ) B(λ) = m k j= a k j (λ z k ) j (25) for all values of λ different from z,...,z. The numbers a k j are given by the euation a k j = (m k j)! lim d mk [ j λ z k dλ m (λ z k j k ) m A(λ) ] k, (26) B(λ) j =,...,m k ; k =,...,. Proof. For each k {,..., } we have A(λ) B(λ) = C k(λ) (λ z k ) m, k (27) where the function C k (λ) = (λ z k ) m k A(λ) B(λ) A(λ) = b(λ z ) m (λ zk ) m k (λ zk+ ) m k+ (λ z ) m is regular (analytic) at z k. We can exand C k (λ) into a Taylor series about the oint z k, C k (λ) = where s=0 d ks (λ z k ) s, (28) d ks = C(s) k (z k), s = 0,,2,.... s! Substituting (28) in (27) we get that near z k, mk A(λ) B(λ) = d ks (λ z k ) m k s + (a Taylor series about z k). s=0

8 308 Coyright 202 Tech Science Press CMES, vol.86, no.4,.30-39, 202 Consider the function Φ(λ) = A(λ) B(λ) m k s=0 d ks (λ z k ) m k s. This function is analytic everywhere, that is, Φ(λ) is an entire function. Next, since dega < degb, Φ(λ) 0 as λ. Thus the entire function Φ(λ) is bounded and tends to zero as λ. By the well-known Liouville theorem, we conclude that Φ(λ) 0. Thus we have A(λ) B(λ) = and m k s=0 d ks d k,mk j = C(m k j) k (z k ) = (m k j)! (λ z k ) m k s = m k j= (m k j)! lim λ z k d k,mk j (λ z k ) j d mk [ j dλ m (λ z k j k ) m A(λ) ] k. B(λ) These rove (25) and (26). Note that decomosition (25) is uniue as for the a k j in this decomosition E. (26) necessarily holds. By (9) and (7) we have P N (λ) = c(λ λ ) m (λ λ ) m, where c is a nonzero constant. Therefore we can decomose the rational function w(λ) exressed by (24) into artial fractions (Lemma ) to get w(λ) = m k j= β k j (λ λ k ) j, (29) where β k j = (m k j)! lim d mk [ j λ λ k dλ m (λ λ k j k ) m Q ] k N(λ) P N (λ) (30) are called the normalizing numbers of the matrix J. The collection of the eigenvalues and normalizing numbers {λ k, β k j ( j =,...,m k ; k =,..., )}, (3)

9 An Inverse Problem for Two Sectra 309 of the matrix J of the form (), (2) is called the sectral data of this matrix. Determination of the sectral data of a given Jacobi matrix is called the direct sectral roblem for this matrix. Thus, the sectral data consist of the eigenvalues and associated normalizing numbers derived by decomosing the resolvent function (Weyl-Titchmarsh function) w(λ) into artial fractions using the eigenvalues. It follows from (24) by (8) that λw(λ) tends to as λ. Therefore multilying (29) by λ and assing then to the limit as λ, we find that β k =. (32) The inverse sectral roblem consists in reconstruction of the matrix J by its sectral data. This roblem was solved by the author in Guseinov (2009) and we will resent here the final result. Let us set s l = m k j= ( ) l j l j+ β k j λk, l = 0,,2,..., (33) where ( ) ( l j is a binomial coefficient and we ut l j ) = 0 if j > l. Next, using these numbers s l we introduce the determinants s 0 s s n s s 2 s n+ D n =....., n = 0,,2,.... (34). s n s n+ s 2n Let us bring two imortant roerties of the determinants D n in the form of two lemmas. Lemma 2. Given any collection (3), for the determinants D n defined by (34), (33), we have D n = 0 for n N, where N = m m. Proof. Given a collection (3), define a linear functional Ω on the linear sace of all olynomials in λ with comlex coefficients as follows: if G(λ) is a olynomial then the value Ω,G(λ) of the functional Ω on the element (olynomial) G is Ω,G(λ) = m k j= G ( j ) (λ k ) β k j, (35) ( j )!

10 30 Coyright 202 Tech Science Press CMES, vol.86, no.4,.30-39, 202 where G (n) (λ) denotes the n-th order derivative of G(λ) with resect to λ. Let m 0 be a fixed integer and set T (λ) = λ m (λ λ ) m (λ λ ) m = t m λ m +t m+ λ m t m+n λ m+n + λ m+n. (36) Then, according to (35), Ω,λ l T (λ) = 0, l = 0,,2,.... (37) Consider (37) for l = 0,,2,...,N + m, and substitute (36) in it for T (λ). Taking into account that Ω,λ l = s l, l = 0,,2,..., (38) where s l is defined by (33), we get t m s l+m +t m+ s l+m t m+n s l+m+n + s l+m+n = 0, l = 0,,2,...,N + m. Therefore (0,...,0,t m,t m+,...,t m+n,) is a nontrivial solution of the homogeneous system of linear algebraic euations x 0 s l + x s l x m s l+m + x m+ s l+m x m+n s l+m+n +x m+n s l+m+n = 0, l = 0,,2,...,N + m, with the unknowns x 0,x,...,x m,x m+,...,x m+n,x m+n. Therefore the determinant of this system, which coincides with D N+m, must be zero. Lemma 3. If collection (3) is the sectral data of the matrix J of the form () with entries belonging to the class (2), then for the determinants D n defined by (34), (33) we have D n 0 for n {0,,...,N }. Proof. We have D 0 = s 0 = β k = 0 by (32). Consider now D n for n {,...,N }. For any n {,...,N } let us consider the homogeneous system of linear algebraic euations n g k s k+m = 0, m = 0,,...,n, (39) k=0

11 An Inverse Problem for Two Sectra 3 with unknowns g 0,g,...,g n. The determinant of system (39) coincides with the D n. Therefore to rove D n 0, it is sufficient to show that system (39) has only a trivial solution. Assume the contrary: let (39) have a nontrivial solution {g 0,g,...,g n }. For each m {0,,...,n} take an arbitrary comlex number h m. Multily both sides of (39) by h m and sum the resulting euation over m {0,,...,n} to get n n m=0 k=0 h m g k s k+m = 0. Substituting exression (38) for s k+m in this euation and denoting G(λ) = we obtain n k=0 g k λ k, H(λ) = n m=0 h m λ m, Ω,G(λ)H(λ) = 0. (40) Since degg(λ) n, degh(λ) n and the lynomials P 0 (λ),p (λ),...,p n (λ) form a basis (their degrees are different) of the linear sace of olynomials of degree n, we have exansions G(λ) = n k=0 c k P k (λ), H(λ) = n k=0 d k P k (λ). Substituting these in (40) and using the orthogonality relations [see Guseinov (2009)] Ω,P m (λ)p n (λ) = δ mn, m,n {0,,...,N }, where δ mn is the Kronecker delta (at this lace we use the condition that collection (3) is the sectral data for a matrix J of the form (), (2)), we get n c k d k = 0. k=0 Since the olynomial H(λ) is arbitrary, we can take d k = c k in the last euality and get that c 0 = c =... = c n = 0, that is, G(λ) 0. But this is a contradiction and the roof is comlete. The solution of the above inverse roblem is given by the following theorem [see Guseinov (2009)]. Theorem 2. Let an arbitrary collection (3) of numbers be given, where N, m,...,m are ositive integers with m m = N, λ,...,λ are distinct

12 32 Coyright 202 Tech Science Press CMES, vol.86, no.4,.30-39, 202 comlex numbers. In order for this collection to be the sectral data for a Jacobi matrix J of the form () with entries belonging to the class (2), it is necessary and sufficient that the following two conditions be satisfied: (i) β k = ; (ii) D n 0, for n {,2,...,N }, where D n is the determinant defined by (34), (33). Under the conditions (i) and (ii) the entries a n and b n of the matrix J for which the collection (3) is sectral data, are recovered by the formulae a n = ± D n D n+ D n, n {0,,...,N 2}, D =, (4) b n = n D n n D n, n {0,,...,N }, = 0, 0 = s, (42) where D n is defined by (34), (33), and n is the determinant obtained from the determinant D n by relacing in D n the last column by the column with the comonents s n+,s n+2,...,s 2n+. It follows from the above solution of the inverse roblem that the matrix () is not uniuely restored from the sectral data. This is linked with the fact that the a n are determined from (4) uniuely u to a sign. To ensure that the inverse roblem is uniuely solvable, we have to secify additionally a seuence of signs + and. Namely, let {σ 0,σ,...,σ N 2 } be a given finite seuence, where for each n {0,,...,N 2} the σ n is + or. We have 2 N such different seuences. Now to determine a n uniuely from (4) for n {0,,...,N 2} we can choose the sign σ n when extracting the suare root. In this way we get recisely 2 N distinct Jacobi matrices ossessing the same sectral data. The inverse roblem is solved uniuely from the data consisting of the sectral data and a seuence {σ 0,σ,...,σ N 2 } of signs + and. Thus, we can say that the inverse roblem with resect to the sectral data is solved uniuely u to signs of the off-diagonal elements of the recovered Jacobi matrix. Note that in the case of arbitrary real distinct numbers λ,...,λ N and ositive numbers β,...,β N the condition (ii) of Theorem 2 is satisfied automatically and in this case we have D n > 0, for n {,2,...,N }; see Guseinov (2009). However, in the comlex case the condition (ii) of Theorem 2 need not be satisfied automatically. Indeed, let N = 3 and as the collection (3) we take {λ, λ 2, λ 3, β, β 2, β 3 }, where λ, λ 2, λ 3, β, β 2, β 3 are arbitrary comlex numbers such that λ λ 2, λ λ 3, λ 2 λ 3,

13 An Inverse Problem for Two Sectra 33 β 0, β 2 0, β 3 0, β + β 2 + β 3 =. We have s l = β λ l + β 2 λ l 2 + β 3 λ l 3, l = 0,,2,..., and it is not difficult to show that D = s 0 s s s 2 = β β 2 (λ λ 2 ) 2 + β β 3 (λ λ 3 ) 2 + β 2 β 3 (λ 2 λ 3 ) 2, s 0 s s 2 D 2 = s s 2 s 3 s 2 s 3 s 4 = β β 2 β 3 (λ λ 2 ) 2 (λ λ 3 ) 2 (λ 2 λ 3 ) 2, 0 = s = β λ + β 2 λ 2 + β 3 λ 3, = s 0 s 2 s s 3 = β β 2 (λ + λ 2 )(λ λ 2 ) 2 +β β 3 (λ + λ 3 )(λ λ 3 ) 2 + β 2 β 3 (λ 2 + λ 3 )(λ 2 λ 3 ) 2, s 0 s s 3 2 = s s 2 s 4 s 2 s 3 s 5 = β β 2 β 3 λ λ 2 λ 3 λ λ 2 λ 3 λ 2 λ2 2 λ3 2 λ 3 λ2 3 λ3 3 We see that the condition D 0 is not satisfied automatically and therefore one must reuire D 0 as a condition. For examle, if take β = β 2 = β 3 = 3, λ = ± i 3, λ 2 =, λ 3 = 0, 2 then we get D = 0. 3 Construction of a comlex Jacobi matrix from two of its sectra Let J be an N N Jacobi matrix of the form () with entries satisfying (2). Define J to be the Jacobi matrix given by (5), where the number b 0 satisfies (6). We denote all the distinct eigenvalues of the matrices J and J by λ,...,λ and λ,..., λ, resectively. Let m k be the multilicity of λ k as the root of the characteristic olynomial det(λi J) and n i the multilicity of λ i as the root of the characteristic olynomial det(λi J). We call the collections {λ k, m k (k =,..., )} and { λ i, n i (i =,...,)} the two sectra of the matrix J. Note that m m = N and n n = N..

14 34 Coyright 202 Tech Science Press CMES, vol.86, no.4,.30-39, 202 The inverse roblem for two sectra consists in the reconstruction of the matrix J by two of its sectra. We will reduce the inverse roblem for two sectra to the inverse roblem for eigenvalues and normalizing numbers solved above in Section 2. First let us study some necessary roerties of the two sectra of the Jacobi matrix J. Let P n (λ) and Q n (λ) be the olynomials of the first and second kind for the matrix J. The similar olynomials for the matrix J we denote by P n (λ) and Q n (λ). By (9) we have det(j λi) = ( ) N a 0 a a N 2 P N (λ), (43) ) det( J λi = ( ) N a 0 a a N 2 P N (λ), (44) so that the eigenvalues λ,...,λ and λ,..., λ of the matrices J and J and their multilicities coincide with the zeros and their multilicities of the olynomials P N (λ) and P N (λ), resectively. The P n (λ) and P n (λ) satisfy the same euation a n y n + b n y n + a n y n+ = λy n, n {,...,N }, a N =, (45) subject to the initial conditions P 0 (λ) =, P (λ) = λ b 0 a 0 ; (46) P 0 (λ) =, P (λ) = λ b 0 a 0. (47) The Q n (λ) also satisfies E. (45); besides Q 0 (λ) = 0, Q (λ) = a 0. (48) Since P n (λ) and P n (λ) form, for b 0 b 0, linearly indeendent solutions of E. (45), the solution Q n (λ) will be a linear combination of the solutions P n (λ) and P n (λ). Using initial conditions (46), (47), and (48) we find that Q n (λ) = [ ] P n (λ) P n (λ), n {0,,...N}. (49) b0 b 0 Relacing Q N (λ) and Q N (λ) in (20) by their exressions from (49), we get P N (λ) P N (λ) P N (λ) P N (λ) = b 0 b 0. (50)

15 An Inverse Problem for Two Sectra 35 Lemma 4. The matrices J and J have no common eigenvalues, that is, λ k λ i for all values of k and i. Proof. Suose that λ is an eigenvalue of the matrices J and J. Then by (43) and (44) we have P N (λ) = P N (λ) = 0. But this is imossible by (50) and the condition b0 b 0. The following lemma allows us to calculate the difference b 0 b 0 in terms of the two sectra. Lemma 5. The euality holds. m k λ k i= n i λi = b 0 b 0 (5) Proof. For any matrix A = [a jk ] N j, the sectral trace of A coincides with the matrix trace of A: if µ,..., µ are the distinct eigenvalues of A of multilicities m,...,m as the roots of the characteristic olynomial det(j λi), then m k µ k = N a kk. Indeed, this follows from det(λi A) = (λ µ ) m...(λ µ ) m by comarison of the coefficients of λ N on the two sides. Therefore we can write m k λ k = b 0 + b b N and i= n i λi = b 0 + b b N. Subtracting the last two eualities side by side we arrive at (5). Corollary. It follows from (5) that, under the conditon (6), m k λ k i= n i λi 0. The following lemma (together with Lemma 5) gives a formula for calculating the normalizing numbers β k j ( j =,...,m k ; k =,..., ) in terms of the two sectra. Lemma 6. For each k {,..., } and j {,...,m k } the formula β k j = (b 0 b 0 )(m k j)! lim λ λ k d mk j dλ m k j (λ λ i ) n i i= (λ λ l ) m l l=,l k (52)

16 36 Coyright 202 Tech Science Press CMES, vol.86, no.4,.30-39, 202 holds. Proof. Relacing Q N (λ) in (24) by its exression from (49), we get [ w(λ) = P ] N (λ). (53) b0 b 0 P N (λ) Substituting (29) in the left-hand side we can write [ β k j (λ λ k ) j = P ] N (λ). b0 b 0 P N (λ) m k j= Hence, we get, taking into account (43) and (44), { [ β k j = (m k j)! lim d mk j (λ λ k ) m k λ λ k dλ m P ]} N (λ) k j b0 b 0 P N (λ) [ ] = (b 0 b 0 )(m k j)! lim d mk j P λ λ k dλ m (λ λ k j k ) m k N (λ) P N (λ) ( ) = (b 0 b 0 )(m k j)! lim d mk j det λi J) (λ λ λ k dλ m λ k j k ) m k. det(λi J) Substituting here (7) and (8) we arrive at (52). The lemma is roved. Theorem 3 (Uniueness result). The two sectra in (9) determine the Jacobi matrix J of the form () in the class (2) and the number b 0 C in the matrix J defined by (5) uniuely u to signs of the off-diagonal elements of J. Proof. Given the two sectra in (9) of the matrix J we determine uniuely the number (difference) b 0 b 0 by (5) and then the normalizing numbers β k j ( j =,...,m k ; k =,..., ) of the matrix J by (52). Since the collection of the eigenvalues and normalizing numbers of the matrix J determines J uniuely u to signs of the off-diagonal elements of J and the number b 0 is determined uniuely by the euation (Lemma 5) b0 = b 0 + i= n i λi the roof is comlete. m k λ k, Let us now rove Theorem stated above in the Introduction. The necessity of the conditions of Theorem has been roved above. To rove sufficiency suose that two collections of numbers in (9) are given which satisfy the

17 An Inverse Problem for Two Sectra 37 conditions of Theorem. We construct β k j ( j =,...,m k ; k =,..., ) according to Es. () and (0). Let us show that β k =. (54) Indeed, we have, for sufficiently large ositive number R such that λ,...,λ are inside the sircle {λ C : λ = R}, = a β k = Res λ=λk = 2πia = 2πia = 2πia = a ( λ =R λ =R λ =R a(m k )! lim λ λ k d mk dλ m k (λ λ i ) n i i= (λ λ ) n (λ λ ) n (λ λ ) m (λ λ ) m (λ λ ) n (λ λ ) n (λ λ ) m (λ λ ) m dλ (λ λ l ) m l l=,l k λ N (n λ n λ )λ N +... λ N (m λ m λ )λ N +... dλ [ + λ m k λ k i= ( n i λi ) m k λ k + 2πia i= ) ( )] n i λi + O λ 2 dλ λ =R ( ) O λ 2 dλ. Passing here to the limit as R and noting the definition (0) of a and that ( ) lim O R λ 2 dλ = 0, λ =R we arrive at (54). Thus, the collection {λ k, β k j ( j =,...,m k ; k =,..., )} satisfies all the conditions of Theorem 2 and hence there exist a Jacobi matrix J of the form () with entries from the class (2) such that λ k are the eigenvalues of the multilicity m k

18 38 Coyright 202 Tech Science Press CMES, vol.86, no.4,.30-39, 202 and β k j are the corresonding normalizing numbers for J. Having the matrix J, in articular, its entry b 0, we construct the number b 0 by b0 = b 0 + i= n i λi m k λ k (55) and then the matrix J by (5) according to the matrix J and (55). It remains to show that λ i are the eigenvalues of J of multilicity n i. To do this we denote the eigenvalues of J by µ,..., µ s and their multilicities by ñ,...,ñ s. We have to show that s =, µ i = λ i, ñ i = n i (i =,...,). Let us set f (λ) = Then l= g(λ) f (λ) = g (λ) f (λ), where (λ λ l ) m l, g(λ) = i= h(λ) f (λ) = h (λ) f (λ), (λ λ i ) n i, h(λ) = s i= (λ µ i )ñi. g (λ) = f (λ) g(λ), h (λ) = f (λ) h(λ) are olynomials and degg < deg f, degh < deg f. Next, by the direct roblem we have (Lemma 6) β k j = = = (b 0 b 0 )(m k j)! lim λ λ k (b 0 b 0 )(m k j)! lim λ λ k (b 0 b 0 )(m k j)! lim λ λ k d mk j dλ m k j d mk j dλ m k j d mk j dλ m k j s (λ µ i )ñi i= (λ λ l ) m l l=,l k { (λ λ k ) m k [ h(λ) f (λ) [ (λ λ k ) m k h (λ) f (λ) On the other hand, by our construction of β k j we have () which can be written in the form β k j = a(m k j)! lim d mk { [ j λ λ k dλ m (λ λ k j k ) m k g(λ) ]} f (λ) = a(m k j)! lim d mk [ j λ λ k dλ m (λ λ k j k ) m g ] k (λ). (57) f (λ) ] ]} (56)

19 An Inverse Problem for Two Sectra 39 Therefore, by Lemma it follows from (56) and (57), taking into account a = b 0 b 0, that h (λ) f (λ) = g (λ) f (λ). Hence h (λ) g (λ), that is, h(λ) g(λ) and conseuently s =, µ i = λ i, ñ i = n i (i =,...,). The roof is comlete. References Atkinson, F. V. (964): Discrete and Continuous Boundary Problems. Academic Press. Guseinov, G. Sh. (2009): Inverse sectral roblems for tridiagonal N by N comlex Hamiltonians. Symmetry, Integrability and Geometry: Methods and Alications (SIGMA), vol. 5, aer 08, 28 ages. Guseinov, G. Sh. (202): On determination of a finite Jacobi matrix from two sectra. CMES: Comuter Modeling in Engineering & Sciences, vol. 84, Hochstadt, H. (974): On construction of a Jacobi matrix from sectral data. Linear Algebra Al., vol. 8,

20

RETRACTED On construction of a complex finite Jacobi matrix from two spectra

RETRACTED On construction of a complex finite Jacobi matrix from two spectra Electronic Journal of Linear Algebra Volume 26 Volume 26 (203) Article 8 203 On construction of a complex finite Jacobi matrix from two spectra Gusein Sh. Guseinov guseinov@ati.edu.tr Follow this and additional

More information

CONSTRUCTION OF A COMPLEX JACOBI MATRIX FROM TWO-SPECTRA

CONSTRUCTION OF A COMPLEX JACOBI MATRIX FROM TWO-SPECTRA Hacettepe Journal of Mathematics and Statistics Volume 40(2) (2011), 297 303 CONSTRUCTION OF A COMPLEX JACOBI MATRIX FROM TWO-SPECTRA Gusein Sh Guseinov Received 21:06 :2010 : Accepted 25 :04 :2011 Abstract

More information

Linear diophantine equations for discrete tomography

Linear diophantine equations for discrete tomography Journal of X-Ray Science and Technology 10 001 59 66 59 IOS Press Linear diohantine euations for discrete tomograhy Yangbo Ye a,gewang b and Jiehua Zhu a a Deartment of Mathematics, The University of Iowa,

More information

The Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001

The Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001 The Hasse Minkowski Theorem Lee Dicker University of Minnesota, REU Summer 2001 The Hasse-Minkowski Theorem rovides a characterization of the rational quadratic forms. What follows is a roof of the Hasse-Minkowski

More information

RECIPROCITY LAWS JEREMY BOOHER

RECIPROCITY LAWS JEREMY BOOHER RECIPROCITY LAWS JEREMY BOOHER 1 Introduction The law of uadratic recirocity gives a beautiful descrition of which rimes are suares modulo Secial cases of this law going back to Fermat, and Euler and Legendre

More information

On an Inverse Problem for a Quadratic Eigenvalue Problem

On an Inverse Problem for a Quadratic Eigenvalue Problem International Journal of Difference Equations ISSN 0973-6069, Volume 12, Number 1, pp. 13 26 (2017) http://campus.mst.edu/ijde On an Inverse Problem for a Quadratic Eigenvalue Problem Ebru Ergun and Adil

More information

The Fekete Szegő theorem with splitting conditions: Part I

The Fekete Szegő theorem with splitting conditions: Part I ACTA ARITHMETICA XCIII.2 (2000) The Fekete Szegő theorem with slitting conditions: Part I by Robert Rumely (Athens, GA) A classical theorem of Fekete and Szegő [4] says that if E is a comact set in the

More information

ANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM

ANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM ANALYTIC NUMBER THEORY AND DIRICHLET S THEOREM JOHN BINDER Abstract. In this aer, we rove Dirichlet s theorem that, given any air h, k with h, k) =, there are infinitely many rime numbers congruent to

More information

HENSEL S LEMMA KEITH CONRAD

HENSEL S LEMMA KEITH CONRAD HENSEL S LEMMA KEITH CONRAD 1. Introduction In the -adic integers, congruences are aroximations: for a and b in Z, a b mod n is the same as a b 1/ n. Turning information modulo one ower of into similar

More information

Elementary Analysis in Q p

Elementary Analysis in Q p Elementary Analysis in Q Hannah Hutter, May Szedlák, Phili Wirth November 17, 2011 This reort follows very closely the book of Svetlana Katok 1. 1 Sequences and Series In this section we will see some

More information

t s (p). An Introduction

t s (p). An Introduction Notes 6. Quadratic Gauss Sums Definition. Let a, b Z. Then we denote a b if a divides b. Definition. Let a and b be elements of Z. Then c Z s.t. a, b c, where c gcda, b max{x Z x a and x b }. 5, Chater1

More information

Research Article A Note on the Modified q-bernoulli Numbers and Polynomials with Weight α

Research Article A Note on the Modified q-bernoulli Numbers and Polynomials with Weight α Abstract and Alied Analysis Volume 20, Article ID 54534, 8 ages doi:0.55/20/54534 Research Article A Note on the Modified -Bernoulli Numbers and Polynomials with Weight α T. Kim, D. V. Dolgy, 2 S. H. Lee,

More information

MATH 2710: NOTES FOR ANALYSIS

MATH 2710: NOTES FOR ANALYSIS MATH 270: NOTES FOR ANALYSIS The main ideas we will learn from analysis center around the idea of a limit. Limits occurs in several settings. We will start with finite limits of sequences, then cover infinite

More information

Sums of independent random variables

Sums of independent random variables 3 Sums of indeendent random variables This lecture collects a number of estimates for sums of indeendent random variables with values in a Banach sace E. We concentrate on sums of the form N γ nx n, where

More information

MATH 371 Class notes/outline October 15, 2013

MATH 371 Class notes/outline October 15, 2013 MATH 371 Class notes/outline October 15, 2013 More on olynomials We now consider olynomials with coefficients in rings (not just fields) other than R and C. (Our rings continue to be commutative and have

More information

On Character Sums of Binary Quadratic Forms 1 2. Mei-Chu Chang 3. Abstract. We establish character sum bounds of the form.

On Character Sums of Binary Quadratic Forms 1 2. Mei-Chu Chang 3. Abstract. We establish character sum bounds of the form. On Character Sums of Binary Quadratic Forms 2 Mei-Chu Chang 3 Abstract. We establish character sum bounds of the form χ(x 2 + ky 2 ) < τ H 2, a x a+h b y b+h where χ is a nontrivial character (mod ), 4

More information

Various Proofs for the Decrease Monotonicity of the Schatten s Power Norm, Various Families of R n Norms and Some Open Problems

Various Proofs for the Decrease Monotonicity of the Schatten s Power Norm, Various Families of R n Norms and Some Open Problems Int. J. Oen Problems Comt. Math., Vol. 3, No. 2, June 2010 ISSN 1998-6262; Coyright c ICSRS Publication, 2010 www.i-csrs.org Various Proofs for the Decrease Monotonicity of the Schatten s Power Norm, Various

More information

p-adic Properties of Lengyel s Numbers

p-adic Properties of Lengyel s Numbers 1 3 47 6 3 11 Journal of Integer Sequences, Vol. 17 (014), Article 14.7.3 -adic Proerties of Lengyel s Numbers D. Barsky 7 rue La Condamine 75017 Paris France barsky.daniel@orange.fr J.-P. Bézivin 1, Allée

More information

Dedekind sums and continued fractions

Dedekind sums and continued fractions ACTA ARITHMETICA LXIII.1 (1993 edekind sums and continued fractions by R. R. Hall (York and M. N. Huxley (Cardiff Let ϱ(t denote the row-of-teeth function ϱ(t = [t] t + 1/2. Let a b c... r be ositive integers.

More information

Orthogonal Polynomial Ensembles

Orthogonal Polynomial Ensembles Chater 11 Orthogonal Polynomial Ensembles 11.1 Orthogonal Polynomials of Scalar rgument Let wx) be a weight function on a real interval, or the unit circle, or generally on some curve in the comlex lane.

More information

On generalizing happy numbers to fractional base number systems

On generalizing happy numbers to fractional base number systems On generalizing hay numbers to fractional base number systems Enriue Treviño, Mikita Zhylinski October 17, 018 Abstract Let n be a ositive integer and S (n) be the sum of the suares of its digits. It is

More information

The Algebraic Structure of the p-order Cone

The Algebraic Structure of the p-order Cone The Algebraic Structure of the -Order Cone Baha Alzalg Abstract We study and analyze the algebraic structure of the -order cones We show that, unlike oularly erceived, the -order cone is self-dual for

More information

Jacobi symbols and application to primality

Jacobi symbols and application to primality Jacobi symbols and alication to rimality Setember 19, 018 1 The grou Z/Z We review the structure of the abelian grou Z/Z. Using Chinese remainder theorem, we can restrict to the case when = k is a rime

More information

MA3H1 TOPICS IN NUMBER THEORY PART III

MA3H1 TOPICS IN NUMBER THEORY PART III MA3H1 TOPICS IN NUMBER THEORY PART III SAMIR SIKSEK 1. Congruences Modulo m In quadratic recirocity we studied congruences of the form x 2 a (mod ). We now turn our attention to situations where is relaced

More information

Additive results for the generalized Drazin inverse in a Banach algebra

Additive results for the generalized Drazin inverse in a Banach algebra Additive results for the generalized Drazin inverse in a Banach algebra Dragana S. Cvetković-Ilić Dragan S. Djordjević and Yimin Wei* Abstract In this aer we investigate additive roerties of the generalized

More information

Combinatorics of topmost discs of multi-peg Tower of Hanoi problem

Combinatorics of topmost discs of multi-peg Tower of Hanoi problem Combinatorics of tomost discs of multi-eg Tower of Hanoi roblem Sandi Klavžar Deartment of Mathematics, PEF, Unversity of Maribor Koroška cesta 160, 000 Maribor, Slovenia Uroš Milutinović Deartment of

More information

Global Behavior of a Higher Order Rational Difference Equation

Global Behavior of a Higher Order Rational Difference Equation International Journal of Difference Euations ISSN 0973-6069, Volume 10, Number 1,. 1 11 (2015) htt://camus.mst.edu/ijde Global Behavior of a Higher Order Rational Difference Euation Raafat Abo-Zeid The

More information

Estimation of the large covariance matrix with two-step monotone missing data

Estimation of the large covariance matrix with two-step monotone missing data Estimation of the large covariance matrix with two-ste monotone missing data Masashi Hyodo, Nobumichi Shutoh 2, Takashi Seo, and Tatjana Pavlenko 3 Deartment of Mathematical Information Science, Tokyo

More information

p-adic Measures and Bernoulli Numbers

p-adic Measures and Bernoulli Numbers -Adic Measures and Bernoulli Numbers Adam Bowers Introduction The constants B k in the Taylor series exansion t e t = t k B k k! k=0 are known as the Bernoulli numbers. The first few are,, 6, 0, 30, 0,

More information

An Estimate For Heilbronn s Exponential Sum

An Estimate For Heilbronn s Exponential Sum An Estimate For Heilbronn s Exonential Sum D.R. Heath-Brown Magdalen College, Oxford For Heini Halberstam, on his retirement Let be a rime, and set e(x) = ex(2πix). Heilbronn s exonential sum is defined

More information

ISOSCELES TRIANGLES IN Q 3. Matt Noble Department of Mathematics, Middle Georgia State University, Macon, Georgia

ISOSCELES TRIANGLES IN Q 3. Matt Noble Department of Mathematics, Middle Georgia State University, Macon, Georgia #A9 INTEGERS 18 (2018) ISOSCELES TRIANGLES IN Q Matt Noble Deartment of Mathematics, Middle Georgia State University, Macon, Georgia matthew.noble@mga.edu Received: 7/2/17, Acceted: 2//18, Published: 2/19/18

More information

Spectral Properties of Schrödinger-type Operators and Large-time Behavior of the Solutions to the Corresponding Wave Equation

Spectral Properties of Schrödinger-type Operators and Large-time Behavior of the Solutions to the Corresponding Wave Equation Math. Model. Nat. Phenom. Vol. 8, No., 23,. 27 24 DOI:.5/mmn/2386 Sectral Proerties of Schrödinger-tye Oerators and Large-time Behavior of the Solutions to the Corresonding Wave Equation A.G. Ramm Deartment

More information

ON THE NORM OF AN IDEMPOTENT SCHUR MULTIPLIER ON THE SCHATTEN CLASS

ON THE NORM OF AN IDEMPOTENT SCHUR MULTIPLIER ON THE SCHATTEN CLASS PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 00, Number 0, Pages 000 000 S 000-9939XX)0000-0 ON THE NORM OF AN IDEMPOTENT SCHUR MULTIPLIER ON THE SCHATTEN CLASS WILLIAM D. BANKS AND ASMA HARCHARRAS

More information

Factorizations Of Functions In H p (T n ) Takahiko Nakazi

Factorizations Of Functions In H p (T n ) Takahiko Nakazi Factorizations Of Functions In H (T n ) By Takahiko Nakazi * This research was artially suorted by Grant-in-Aid for Scientific Research, Ministry of Education of Jaan 2000 Mathematics Subject Classification

More information

Little q-legendre polynomials and irrationality of certain Lambert series

Little q-legendre polynomials and irrationality of certain Lambert series Little -Legendre olynomials and irrationality of certain Lambert series arxiv:math/0087v [math.ca 23 Jan 200 Walter Van Assche Katholiee Universiteit Leuven and Georgia Institute of Technology June 8,

More information

Introduction to Arithmetic Geometry Fall 2013 Lecture #10 10/8/2013

Introduction to Arithmetic Geometry Fall 2013 Lecture #10 10/8/2013 18.782 Introduction to Arithmetic Geometry Fall 2013 Lecture #10 10/8/2013 In this lecture we lay the groundwork needed to rove the Hasse-Minkowski theorem for Q, which states that a quadratic form over

More information

In this appendix we show that the multidimensional Lyapunov exponents and

In this appendix we show that the multidimensional Lyapunov exponents and Aendix A6 Lyaunov exonents Man who says it cannot be done should not interrut man doing it. Sayings of Vattay Gábor In this aendix we show that the multidimensional Lyaunov exonents and relaxation exonents

More information

We collect some results that might be covered in a first course in algebraic number theory.

We collect some results that might be covered in a first course in algebraic number theory. 1 Aendices We collect some results that might be covered in a first course in algebraic number theory. A. uadratic Recirocity Via Gauss Sums A1. Introduction In this aendix, is an odd rime unless otherwise

More information

ON THE LEAST SIGNIFICANT p ADIC DIGITS OF CERTAIN LUCAS NUMBERS

ON THE LEAST SIGNIFICANT p ADIC DIGITS OF CERTAIN LUCAS NUMBERS #A13 INTEGERS 14 (014) ON THE LEAST SIGNIFICANT ADIC DIGITS OF CERTAIN LUCAS NUMBERS Tamás Lengyel Deartment of Mathematics, Occidental College, Los Angeles, California lengyel@oxy.edu Received: 6/13/13,

More information

Small Zeros of Quadratic Forms Mod P m

Small Zeros of Quadratic Forms Mod P m International Mathematical Forum, Vol. 8, 2013, no. 8, 357-367 Small Zeros of Quadratic Forms Mod P m Ali H. Hakami Deartment of Mathematics, Faculty of Science, Jazan University P.O. Box 277, Jazan, Postal

More information

Averaging sums of powers of integers and Faulhaber polynomials

Averaging sums of powers of integers and Faulhaber polynomials Annales Mathematicae et Informaticae 42 (20. 0 htt://ami.ektf.hu Averaging sums of owers of integers and Faulhaber olynomials José Luis Cereceda a a Distrito Telefónica Madrid Sain jl.cereceda@movistar.es

More information

SOLUTION SETS OF RECURRENCE RELATIONS

SOLUTION SETS OF RECURRENCE RELATIONS SOLUTION SETS OF RECURRENCE RELATIONS SEBASTIAN BOZLEE UNIVERSITY OF COLORADO AT BOULDER The first section of these notes describes general solutions to linear, constant-coefficient, homogeneous recurrence

More information

On the Properties for Iteration of a Compact Operator with Unstructured Perturbation

On the Properties for Iteration of a Compact Operator with Unstructured Perturbation On the Proerties for Iteration of a Comact Oerator with Unstructured Perturbation Jarmo Malinen Helsinki University of Technology Institute of Mathematics Research Reorts A360 (1996) 1 2 Jarmo Malinen:

More information

Mobius Functions, Legendre Symbols, and Discriminants

Mobius Functions, Legendre Symbols, and Discriminants Mobius Functions, Legendre Symbols, and Discriminants 1 Introduction Zev Chonoles, Erick Knight, Tim Kunisky Over the integers, there are two key number-theoretic functions that take on values of 1, 1,

More information

An Overview of Witt Vectors

An Overview of Witt Vectors An Overview of Witt Vectors Daniel Finkel December 7, 2007 Abstract This aer offers a brief overview of the basics of Witt vectors. As an alication, we summarize work of Bartolo and Falcone to rove that

More information

Solvability and Number of Roots of Bi-Quadratic Equations over p adic Fields

Solvability and Number of Roots of Bi-Quadratic Equations over p adic Fields Malaysian Journal of Mathematical Sciences 10(S February: 15-35 (016 Secial Issue: The 3 rd International Conference on Mathematical Alications in Engineering 014 (ICMAE 14 MALAYSIAN JOURNAL OF MATHEMATICAL

More information

New weighing matrices and orthogonal designs constructed using two sequences with zero autocorrelation function - a review

New weighing matrices and orthogonal designs constructed using two sequences with zero autocorrelation function - a review University of Wollongong Research Online Faculty of Informatics - Paers (Archive) Faculty of Engineering and Information Sciences 1999 New weighing matrices and orthogonal designs constructed using two

More information

Introduction to Banach Spaces

Introduction to Banach Spaces CHAPTER 8 Introduction to Banach Saces 1. Uniform and Absolute Convergence As a rearation we begin by reviewing some familiar roerties of Cauchy sequences and uniform limits in the setting of metric saces.

More information

GOOD MODELS FOR CUBIC SURFACES. 1. Introduction

GOOD MODELS FOR CUBIC SURFACES. 1. Introduction GOOD MODELS FOR CUBIC SURFACES ANDREAS-STEPHAN ELSENHANS Abstract. This article describes an algorithm for finding a model of a hyersurface with small coefficients. It is shown that the aroach works in

More information

19th Bay Area Mathematical Olympiad. Problems and Solutions. February 28, 2017

19th Bay Area Mathematical Olympiad. Problems and Solutions. February 28, 2017 th Bay Area Mathematical Olymiad February, 07 Problems and Solutions BAMO- and BAMO- are each 5-question essay-roof exams, for middle- and high-school students, resectively. The roblems in each exam are

More information

1. INTRODUCTION. Fn 2 = F j F j+1 (1.1)

1. INTRODUCTION. Fn 2 = F j F j+1 (1.1) CERTAIN CLASSES OF FINITE SUMS THAT INVOLVE GENERALIZED FIBONACCI AND LUCAS NUMBERS The beautiful identity R.S. Melham Deartment of Mathematical Sciences, University of Technology, Sydney PO Box 23, Broadway,

More information

Chater Matrix Norms and Singular Value Decomosition Introduction In this lecture, we introduce the notion of a norm for matrices The singular value de

Chater Matrix Norms and Singular Value Decomosition Introduction In this lecture, we introduce the notion of a norm for matrices The singular value de Lectures on Dynamic Systems and Control Mohammed Dahleh Munther A Dahleh George Verghese Deartment of Electrical Engineering and Comuter Science Massachuasetts Institute of Technology c Chater Matrix Norms

More information

POINTS ON CONICS MODULO p

POINTS ON CONICS MODULO p POINTS ON CONICS MODULO TEAM 2: JONGMIN BAEK, ANAND DEOPURKAR, AND KATHERINE REDFIELD Abstract. We comute the number of integer oints on conics modulo, where is an odd rime. We extend our results to conics

More information

DUAL NUMBERS, WEIGHTED QUIVERS, AND EXTENDED SOMOS AND GALE-ROBINSON SEQUENCES. To Alexandre Alexandrovich Kirillov on his 3 4 th anniversary

DUAL NUMBERS, WEIGHTED QUIVERS, AND EXTENDED SOMOS AND GALE-ROBINSON SEQUENCES. To Alexandre Alexandrovich Kirillov on his 3 4 th anniversary DUAL NUMBERS, WEIGHTED QUIVERS, AND EXTENDED SOMOS AND GALE-ROBINSON SEQUENCES VALENTIN OVSIENKO AND SERGE TABACHNIKOV Abstract. We investigate a general method that allows one to construct new integer

More information

HASSE INVARIANTS FOR THE CLAUSEN ELLIPTIC CURVES

HASSE INVARIANTS FOR THE CLAUSEN ELLIPTIC CURVES HASSE INVARIANTS FOR THE CLAUSEN ELLIPTIC CURVES AHMAD EL-GUINDY AND KEN ONO Astract. Gauss s F x hyergeometric function gives eriods of ellitic curves in Legendre normal form. Certain truncations of this

More information

TRACES OF SCHUR AND KRONECKER PRODUCTS FOR BLOCK MATRICES

TRACES OF SCHUR AND KRONECKER PRODUCTS FOR BLOCK MATRICES Khayyam J. Math. DOI:10.22034/kjm.2019.84207 TRACES OF SCHUR AND KRONECKER PRODUCTS FOR BLOCK MATRICES ISMAEL GARCÍA-BAYONA Communicated by A.M. Peralta Abstract. In this aer, we define two new Schur and

More information

Positive decomposition of transfer functions with multiple poles

Positive decomposition of transfer functions with multiple poles Positive decomosition of transfer functions with multile oles Béla Nagy 1, Máté Matolcsi 2, and Márta Szilvási 1 Deartment of Analysis, Technical University of Budaest (BME), H-1111, Budaest, Egry J. u.

More information

The Arm Prime Factors Decomposition

The Arm Prime Factors Decomposition The Arm Prime Factors Decomosition Arm Boris Nima arm.boris@gmail.com Abstract We introduce the Arm rime factors decomosition which is the equivalent of the Taylor formula for decomosition of integers

More information

A construction of bent functions from plateaued functions

A construction of bent functions from plateaued functions A construction of bent functions from lateaued functions Ayça Çeşmelioğlu, Wilfried Meidl Sabancı University, MDBF, Orhanlı, 34956 Tuzla, İstanbul, Turkey. Abstract In this resentation, a technique for

More information

MATH 6210: SOLUTIONS TO PROBLEM SET #3

MATH 6210: SOLUTIONS TO PROBLEM SET #3 MATH 6210: SOLUTIONS TO PROBLEM SET #3 Rudin, Chater 4, Problem #3. The sace L (T) is searable since the trigonometric olynomials with comlex coefficients whose real and imaginary arts are rational form

More information

On the irreducibility of a polynomial associated with the Strong Factorial Conjecture

On the irreducibility of a polynomial associated with the Strong Factorial Conjecture On the irreducibility of a olynomial associated with the Strong Factorial Conecture Michael Filaseta Mathematics Deartment University of South Carolina Columbia, SC 29208 USA E-mail: filaseta@math.sc.edu

More information

DISCRIMINANTS IN TOWERS

DISCRIMINANTS IN TOWERS DISCRIMINANTS IN TOWERS JOSEPH RABINOFF Let A be a Dedekind domain with fraction field F, let K/F be a finite searable extension field, and let B be the integral closure of A in K. In this note, we will

More information

QUADRATIC IDEALS AND ROGERS-RAMANUJAN RECURSIONS

QUADRATIC IDEALS AND ROGERS-RAMANUJAN RECURSIONS QUADRATIC IDEALS AND ROGERS-RAMANUJAN RECURSIONS YUZHE BAI, EUGENE GORSKY, AND OSCAR KIVINEN Abstract. We give an exlicit recursive descrition of the Hilbert series and Gröbner bases for the family of

More information

SOME TRACE INEQUALITIES FOR OPERATORS IN HILBERT SPACES

SOME TRACE INEQUALITIES FOR OPERATORS IN HILBERT SPACES Kragujevac Journal of Mathematics Volume 411) 017), Pages 33 55. SOME TRACE INEQUALITIES FOR OPERATORS IN HILBERT SPACES SILVESTRU SEVER DRAGOMIR 1, Abstract. Some new trace ineualities for oerators in

More information

LINEAR SYSTEMS WITH POLYNOMIAL UNCERTAINTY STRUCTURE: STABILITY MARGINS AND CONTROL

LINEAR SYSTEMS WITH POLYNOMIAL UNCERTAINTY STRUCTURE: STABILITY MARGINS AND CONTROL LINEAR SYSTEMS WITH POLYNOMIAL UNCERTAINTY STRUCTURE: STABILITY MARGINS AND CONTROL Mohammad Bozorg Deatment of Mechanical Engineering University of Yazd P. O. Box 89195-741 Yazd Iran Fax: +98-351-750110

More information

On the stability and integration of Hamilton-Poisson systems on so(3)

On the stability and integration of Hamilton-Poisson systems on so(3) Rendiconti di Matematica, Serie VII Volume 37, Roma (016), 1 4 On the stability and integration of Hamilton-Poisson systems on so(3) R. M. ADAMS R. BIGGS W. HOLDERBAUM C. C. REMSING Abstract: We consider

More information

Spin as Dynamic Variable or Why Parity is Broken

Spin as Dynamic Variable or Why Parity is Broken Sin as Dynamic Variable or Why Parity is Broken G. N. Golub golubgn@meta.ua There suggested a modification of the Dirac electron theory, eliminating its mathematical incomleteness. The modified Dirac electron,

More information

Arithmetic and Metric Properties of p-adic Alternating Engel Series Expansions

Arithmetic and Metric Properties of p-adic Alternating Engel Series Expansions International Journal of Algebra, Vol 2, 2008, no 8, 383-393 Arithmetic and Metric Proerties of -Adic Alternating Engel Series Exansions Yue-Hua Liu and Lu-Ming Shen Science College of Hunan Agriculture

More information

Moment Generating Function. STAT/MTHE 353: 5 Moment Generating Functions and Multivariate Normal Distribution

Moment Generating Function. STAT/MTHE 353: 5 Moment Generating Functions and Multivariate Normal Distribution Moment Generating Function STAT/MTHE 353: 5 Moment Generating Functions and Multivariate Normal Distribution T. Linder Queen s University Winter 07 Definition Let X (X,...,X n ) T be a random vector and

More information

Math 4400/6400 Homework #8 solutions. 1. Let P be an odd integer (not necessarily prime). Show that modulo 2,

Math 4400/6400 Homework #8 solutions. 1. Let P be an odd integer (not necessarily prime). Show that modulo 2, MATH 4400 roblems. Math 4400/6400 Homework # solutions 1. Let P be an odd integer not necessarily rime. Show that modulo, { P 1 0 if P 1, 7 mod, 1 if P 3, mod. Proof. Suose that P 1 mod. Then we can write

More information

216 S. Chandrasearan and I.C.F. Isen Our results dier from those of Sun [14] in two asects: we assume that comuted eigenvalues or singular values are

216 S. Chandrasearan and I.C.F. Isen Our results dier from those of Sun [14] in two asects: we assume that comuted eigenvalues or singular values are Numer. Math. 68: 215{223 (1994) Numerische Mathemati c Sringer-Verlag 1994 Electronic Edition Bacward errors for eigenvalue and singular value decomositions? S. Chandrasearan??, I.C.F. Isen??? Deartment

More information

QUADRATIC RECIPROCITY

QUADRATIC RECIPROCITY QUADRATIC RECIPROCIT POOJA PATEL Abstract. This aer is an self-contained exosition of the law of uadratic recirocity. We will give two roofs of the Chinese remainder theorem and a roof of uadratic recirocity.

More information

f(r) = a d n) d + + a0 = 0

f(r) = a d n) d + + a0 = 0 Math 400-00/Foundations of Algebra/Fall 07 Polynomials at the Foundations: Roots Next, we turn to the notion of a root of a olynomial in Q[x]. Definition 8.. r Q is a rational root of fx) Q[x] if fr) 0.

More information

arxiv: v2 [math.na] 6 Apr 2016

arxiv: v2 [math.na] 6 Apr 2016 Existence and otimality of strong stability reserving linear multiste methods: a duality-based aroach arxiv:504.03930v [math.na] 6 Ar 06 Adrián Németh January 9, 08 Abstract David I. Ketcheson We rove

More information

MATH 361: NUMBER THEORY ELEVENTH LECTURE

MATH 361: NUMBER THEORY ELEVENTH LECTURE MATH 361: NUMBER THEORY ELEVENTH LECTURE The subjects of this lecture are characters, Gauss sums, Jacobi sums, and counting formulas for olynomial equations over finite fields. 1. Definitions, Basic Proerties

More information

#A8 INTEGERS 12 (2012) PARTITION OF AN INTEGER INTO DISTINCT BOUNDED PARTS, IDENTITIES AND BOUNDS

#A8 INTEGERS 12 (2012) PARTITION OF AN INTEGER INTO DISTINCT BOUNDED PARTS, IDENTITIES AND BOUNDS #A8 INTEGERS 1 (01) PARTITION OF AN INTEGER INTO DISTINCT BOUNDED PARTS, IDENTITIES AND BOUNDS Mohammadreza Bidar 1 Deartment of Mathematics, Sharif University of Technology, Tehran, Iran mrebidar@gmailcom

More information

MATH 248A. THE CHARACTER GROUP OF Q. 1. Introduction

MATH 248A. THE CHARACTER GROUP OF Q. 1. Introduction MATH 248A. THE CHARACTER GROUP OF Q KEITH CONRAD 1. Introduction The characters of a finite abelian grou G are the homomorhisms from G to the unit circle S 1 = {z C : z = 1}. Two characters can be multilied

More information

Extension of Minimax to Infinite Matrices

Extension of Minimax to Infinite Matrices Extension of Minimax to Infinite Matrices Chris Calabro June 21, 2004 Abstract Von Neumann s minimax theorem is tyically alied to a finite ayoff matrix A R m n. Here we show that (i) if m, n are both inite,

More information

THE CHARACTER GROUP OF Q

THE CHARACTER GROUP OF Q THE CHARACTER GROUP OF Q KEITH CONRAD 1. Introduction The characters of a finite abelian grou G are the homomorhisms from G to the unit circle S 1 = {z C : z = 1}. Two characters can be multilied ointwise

More information

Some Unitary Space Time Codes From Sphere Packing Theory With Optimal Diversity Product of Code Size

Some Unitary Space Time Codes From Sphere Packing Theory With Optimal Diversity Product of Code Size IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 5, NO., DECEMBER 4 336 Some Unitary Sace Time Codes From Shere Packing Theory With Otimal Diversity Product of Code Size Haiquan Wang, Genyuan Wang, and Xiang-Gen

More information

Almost All Palindromes Are Composite

Almost All Palindromes Are Composite Almost All Palindromes Are Comosite William D Banks Det of Mathematics, University of Missouri Columbia, MO 65211, USA bbanks@mathmissouriedu Derrick N Hart Det of Mathematics, University of Missouri Columbia,

More information

MATH 361: NUMBER THEORY EIGHTH LECTURE

MATH 361: NUMBER THEORY EIGHTH LECTURE MATH 361: NUMBER THEORY EIGHTH LECTURE 1. Quadratic Recirocity: Introduction Quadratic recirocity is the first result of modern number theory. Lagrange conjectured it in the late 1700 s, but it was first

More information

Hölder Inequality with Variable Index

Hölder Inequality with Variable Index Theoretical Mathematics & Alications, vol.4, no.3, 204, 9-23 ISSN: 792-9687 (rint), 792-9709 (online) Scienress Ltd, 204 Hölder Ineuality with Variable Index Richeng Liu Abstract By using the Young ineuality,

More information

ETNA Kent State University

ETNA Kent State University Electronic Transactions on Numerical Analysis. Volume 9,. 29-36, 25. Coyright 25,. ISSN 68-963. ETNA ASYMPTOTICS FOR EXTREMAL POLYNOMIALS WITH VARYING MEASURES M. BELLO HERNÁNDEZ AND J. MíNGUEZ CENICEROS

More information

Commutators on l. D. Dosev and W. B. Johnson

Commutators on l. D. Dosev and W. B. Johnson Submitted exclusively to the London Mathematical Society doi:10.1112/0000/000000 Commutators on l D. Dosev and W. B. Johnson Abstract The oerators on l which are commutators are those not of the form λi

More information

Desingularization Explains Order-Degree Curves for Ore Operators

Desingularization Explains Order-Degree Curves for Ore Operators Desingularization Exlains Order-Degree Curves for Ore Oerators Shaoshi Chen Det. of Mathematics / NCSU Raleigh, NC 27695, USA schen2@ncsu.edu Maximilian Jaroschek RISC / Joh. Keler University 4040 Linz,

More information

DIFFERENTIAL GEOMETRY. LECTURES 9-10,

DIFFERENTIAL GEOMETRY. LECTURES 9-10, DIFFERENTIAL GEOMETRY. LECTURES 9-10, 23-26.06.08 Let us rovide some more details to the definintion of the de Rham differential. Let V, W be two vector bundles and assume we want to define an oerator

More information

#A64 INTEGERS 18 (2018) APPLYING MODULAR ARITHMETIC TO DIOPHANTINE EQUATIONS

#A64 INTEGERS 18 (2018) APPLYING MODULAR ARITHMETIC TO DIOPHANTINE EQUATIONS #A64 INTEGERS 18 (2018) APPLYING MODULAR ARITHMETIC TO DIOPHANTINE EQUATIONS Ramy F. Taki ElDin Physics and Engineering Mathematics Deartment, Faculty of Engineering, Ain Shams University, Cairo, Egyt

More information

ON THE SET a x + b g x (mod p) 1 Introduction

ON THE SET a x + b g x (mod p) 1 Introduction PORTUGALIAE MATHEMATICA Vol 59 Fasc 00 Nova Série ON THE SET a x + b g x (mod ) Cristian Cobeli, Marian Vâjâitu and Alexandru Zaharescu Abstract: Given nonzero integers a, b we rove an asymtotic result

More information

On Maximum Principle and Existence of Solutions for Nonlinear Cooperative Systems on R N

On Maximum Principle and Existence of Solutions for Nonlinear Cooperative Systems on R N ISS: 2350-0328 On Maximum Princile and Existence of Solutions for onlinear Cooerative Systems on R M.Kasturi Associate Professor, Deartment of Mathematics, P.K.R. Arts College for Women, Gobi, Tamilnadu.

More information

6 Stationary Distributions

6 Stationary Distributions 6 Stationary Distributions 6. Definition and Examles Definition 6.. Let {X n } be a Markov chain on S with transition robability matrix P. A distribution π on S is called stationary (or invariant) if π

More information

Solution sheet ξi ξ < ξ i+1 0 otherwise ξ ξ i N i,p 1 (ξ) + where 0 0

Solution sheet ξi ξ < ξ i+1 0 otherwise ξ ξ i N i,p 1 (ξ) + where 0 0 Advanced Finite Elements MA5337 - WS7/8 Solution sheet This exercise sheets deals with B-slines and NURBS, which are the basis of isogeometric analysis as they will later relace the olynomial ansatz-functions

More information

MATH 210A, FALL 2017 HW 5 SOLUTIONS WRITTEN BY DAN DORE

MATH 210A, FALL 2017 HW 5 SOLUTIONS WRITTEN BY DAN DORE MATH 20A, FALL 207 HW 5 SOLUTIONS WRITTEN BY DAN DORE (If you find any errors, lease email ddore@stanford.edu) Question. Let R = Z[t]/(t 2 ). Regard Z as an R-module by letting t act by the identity. Comute

More information

A CONCRETE EXAMPLE OF PRIME BEHAVIOR IN QUADRATIC FIELDS. 1. Abstract

A CONCRETE EXAMPLE OF PRIME BEHAVIOR IN QUADRATIC FIELDS. 1. Abstract A CONCRETE EXAMPLE OF PRIME BEHAVIOR IN QUADRATIC FIELDS CASEY BRUCK 1. Abstract The goal of this aer is to rovide a concise way for undergraduate mathematics students to learn about how rime numbers behave

More information

#A47 INTEGERS 15 (2015) QUADRATIC DIOPHANTINE EQUATIONS WITH INFINITELY MANY SOLUTIONS IN POSITIVE INTEGERS

#A47 INTEGERS 15 (2015) QUADRATIC DIOPHANTINE EQUATIONS WITH INFINITELY MANY SOLUTIONS IN POSITIVE INTEGERS #A47 INTEGERS 15 (015) QUADRATIC DIOPHANTINE EQUATIONS WITH INFINITELY MANY SOLUTIONS IN POSITIVE INTEGERS Mihai Ciu Simion Stoilow Institute of Mathematics of the Romanian Academy, Research Unit No. 5,

More information

On the Rank of the Elliptic Curve y 2 = x(x p)(x 2)

On the Rank of the Elliptic Curve y 2 = x(x p)(x 2) On the Rank of the Ellitic Curve y = x(x )(x ) Jeffrey Hatley Aril 9, 009 Abstract An ellitic curve E defined over Q is an algebraic variety which forms a finitely generated abelian grou, and the structure

More information

Number Theory Naoki Sato

Number Theory Naoki Sato Number Theory Naoki Sato 0 Preface This set of notes on number theory was originally written in 1995 for students at the IMO level. It covers the basic background material that an IMO

More information

HOPF BIFURCATION WITH S N -SYMMETRY

HOPF BIFURCATION WITH S N -SYMMETRY HOPF BIFURCATIO WITH S -SYMMETRY AA PAULA S. DIAS AD AA RODRIGUES Abstract. We study Hof bifurcation with S -symmetry for the standard absolutely irreducible action of S obtained from the action of S by

More information

DIRICHLET S THEOREM ABOUT PRIMES IN ARITHMETIC PROGRESSIONS. Contents. 1. Dirichlet s theorem on arithmetic progressions

DIRICHLET S THEOREM ABOUT PRIMES IN ARITHMETIC PROGRESSIONS. Contents. 1. Dirichlet s theorem on arithmetic progressions DIRICHLET S THEOREM ABOUT PRIMES IN ARITHMETIC PROGRESSIONS ANG LI Abstract. Dirichlet s theorem states that if q and l are two relatively rime ositive integers, there are infinitely many rimes of the

More information

CR extensions with a classical Several Complex Variables point of view. August Peter Brådalen Sonne Master s Thesis, Spring 2018

CR extensions with a classical Several Complex Variables point of view. August Peter Brådalen Sonne Master s Thesis, Spring 2018 CR extensions with a classical Several Comlex Variables oint of view August Peter Brådalen Sonne Master s Thesis, Sring 2018 This master s thesis is submitted under the master s rogramme Mathematics, with

More information