Eigenvalues of the Two-Dimensional Schrodinger Equation with Nonseparable Potentials

Size: px
Start display at page:

Download "Eigenvalues of the Two-Dimensional Schrodinger Equation with Nonseparable Potentials"

Transcription

1 Eigenvalues of the Two-Dimensional Schrodinger Equation with Nonseparable Potentials H. TASELI" AND R. EID Department of Mathematics, Middle East Technical University, Ankara, Turkey Received June 6, 95; accepted August 9, 95 ABSTRACT The energy eigenvalues of coupled oscillators in two dimensions with quartic and sextic couplings have been calculated to a high accuracy. For this purpose, unbounded domain of the wave function has been truncated and various combination of trigonometric functions are employed as the basis sets in a Rayleigh-Ritz variational method. The method is applicable to the multiwell oscillators as well John Wiley & Sons, Inc. m 1. Introduction W e examine the two-dimensional Schrodinger equation H q = E q in Cartesian coordinates with a Hamiltonian of the perturbed oscillator form where the wave function Y'( x, y) usually satisfies the condition lim q(r) = 0, r = (x, y), x, y E (-a,m). llrll+ m *To whom correspondence should be addressed. (1 2) The particular example which we consider in this study is that of the Schrodinger equation with the potential M i /.\ M = 1,2,... (1.3) in which the coupling constants qi and will be freely chosen so that, in general, we deal with a nonseparable problem. A separable equation, namely, a circularly symmetric oscillator problem is under discussion when ai-,,j = ai; i = 1,2,..., M, j = 0,1,..., i. (1.4) International Journal of Quantum Chemistry, Vol. 59, 3-1 (96) 0 96 John Wiley & Sons, Inc. CCC I 96 I

2 TASELI AND EID Numerical evaluations will be carried out for M = 1,2, and 3. For M = 1, the potential (1.3) reduces to the trivial case of the harmonic oscillator, where The sextic oscillator, where (1.8) which admits exact solution in the form of expcnentially weighted Hermite s polynomials. We take into account this case only for testing the accuracy of our method. The case of M = 2, in which has received less attention in two dimensions. A nonnegative sextic anharmonicity is at hand if we assume that corresponds to the quartic oscillator that has been studied from different points of view [l-81. The main interest is in the case of investigating bound states where the system parameters in pure quartic coupling satisfy the inequalities If, in addition, the harmonicity constants are all positive, we have a single-well potential with only a minimum located at the origin. However, negative values of v2, v2 < 0, enable us to consider two-well quartic oscillators (Fig. 1). Numerical results for a typical example of such oscillators are also included in this work. As far as we know, eigenvalues of two-well potentials in two dimensions have not been reported previously. making the full potential bounded below. Moreover, the potential function V3( x, y) with nonnegative harmonic and quartic terms has an obvious single minimum at the origin, and otherwise is positive with no extrema. On the other hand, it may be shown, analogues to the sextic oscillators in one dimension [9], that the same potential with a strictly negative quartic coupling, v, < 0, possesses three minima provided that vi > 3v2v6. The investigation of eigenvalue problems of this kind is, however, left to a future study. Energy eigenvalues of the aforementioned nontrivial systems are determined by using a twodimensional Rayleigh-Ritz variational method in which the function to be determined depends upon two independent variables. The crucial point of the method lies in the consideration of a truncated domain of the independent variables x and y such that and the modification of the usual boundary condition given in (1.2). Therefore, we encounter the mathematical problem which consists of finding the solution of H 9 = ElIr subject to Dirichlet boundary conditions X FIGURE 1. A two-well oscillator in two dimensions. for all values of x and y on the surfaces bounding the finite rectangular region being considered. The motivation stems from the success of the similar approximation for solving one-dimensional 4 VOL. 59, NO. 3

3 NONSEPARABLE POTENTIALS IN TWO DIMENSIONS Schrodinger equation [9,101. Indeed, the accuracy of the simple technique presented by TaSeli [9] was very impressive in one dimension and suggests evidently the introduction of trigonometric basis in two dimensions as well. Hence we utilize the exact solutions of the unperturbed Schrodinger equation of the form xcos[(i + ijfy], -V2W = AW (1.12) satisfying the boundary conditions in (l.ll), where V2 is the well-known Laplace s operator. In other words, the eigenvalue problem in which the potential is in the form of a rectangular box with impenetrable walls has been considered. In this way, we derive four different enumerable infinite sets of eigensolutions. Such solutions in terms of circular functions and the variational formulations are given in Section 2. In Section 3, we introduce the numerical applications. The rest of the work contains some analytical results, to make the numerical procedure plausible, and the discussion of the energy levels crossings with further concluding remarks. and 2 r2 2 A,, = ( k + 1) - + ( I + 1) 7, a2 (2.4) where the A,, are the corresponding eigenvalues. Thus we have P 2. Trigonometric Basis Separating the variables x and y, it is a simple matter to construct the eigenfunctions and the eigenvalues of the boundary value problem defined in (1.12) and (1.11). Actually, we obtain, for k, I = O,l,..., the following four normalized sequences of orthogonal eigenfunctions: xcos I + - -y, [i :I; I xsin (I + 1)-y, [ p 1 2 r2 + ( I + 1) 2, (2.2) P E [ En,] = El, Ell El2 El3 E E E E, (2.7) E30 E31 E32 E33 INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 5

4 TASELI AND EID it is then possible to split [En,] into four matrices which, on evaluating the double integrals, yields the system of algebraic equations m m where Elklrnn is defined by m, n = 0,1,..., (2.12) (2.8) F) +<[(k owing to the reflection symmetry of the wave function wx, y) = W - X, y) = w x, -y) =?P(-x, -y) (2.9) being considered in this study. According to the above decomposition of the spectrum, we conjecture that sets can be used separately to determine the four blocks of eigenvalues in (2.8), respectively. Now the wave function is postulated to be of the form r a m where fkl are the linear combination coefficients to be determined. We assume that the double-infinite series on the right-hand side converges uniformly to the sum Wx, y). If we substitute Wx, y) into the Schrodinger equation H? = E9, we may multiply both sides by +,Jx, y) and integrate term by term with respect to x and y over their intervals to obtain the relation In this definition RP) stands for the definite integral T RV) = ; x2'cos kxdx, (2.14) which, after integration by parts 2r times, is expressible explicitly as ' r-1 1 (- & ) j (2.15) (2r - 2i - i=o for k > 0 and r = 1,2,..., M. In particular, we find that Alternatively, Rr) may be evaluated recursively by the relation k2r'," = 2r(-l)k7r2r-2-2r(2r - l)rc,'-'), r = 1,2,..., M (2.) for any fixed k > 0, with the initial condition that R(kO) = 0. On the other hand, the integer parameters sl, s2, pl, and p2 in Hklrnn are either zero or T1, 6 VOL.59, NO. 3

5 NONSEPARABLE POTENTIALS IN TWO DIMENSIONS depending on the basis set under consideration. We must take altered to the standard matrix eigenvalue problem of the form and s1 = s2 = 1, p1 = p2 = 0, (2.) N2 C ( A,, - E6ij)gj = s1 0, = 1, s2 = -1, p1 = 0, p2 = 1, j= 1 (2.) s1 = -1, s2 = 1, p1 = 1, p2 = 0, (2*) s1 = s2 = -1, p1 = p2 = 1, (2.) for the sets 0, 0, 0, respectively. Notice also the block symmetry of Hklmn Hklmn = Hmnk/ (2.) in the first two and the last two indices. At the computational side of this work, we consider a truncated wave function so that the resulting infinite system of algebraic equations in (2.12) is replaced by the finite system N-1 N-1 C C (Hklmn - E'km'/n)fk/ = 0, k=o l=o m,n=0,1,..., N -1 (2.) of order N2, where N is the size of truncation. It is interesting to note that if we now introduce an integer transformation T, T: Ni + N2 defined by T = {(i, j) E N2: i = mn + n + 1 and j = kn V(k, I, m, n) E Ni) (2.24) Hklmn and 6,,S,, are reduced to Aij and S,,, respectively, where N = {1,2,...} is the set of natural numbers and No = N U {O). Here the matrix [ Aii] of order N2 may be called the reduced variational matrix, and [ aijl is the identity matrix of the same order since the transformed indices i and j differ from 1 to N2 for k, I, m, n = 0,1,..., N - 1. The block symmetry of Hklmn implies immediately the symmetry [Aij] = [Aji] of the reduced variational matrix. Similarly, the transformation S, S: No X No + N S={jeN: j=kn+i+lv(k,l)~n,xn,} (2.25) i = 1,2,..., N2 (2.26) to determine numerically the energy spectrum of the Schrodinger equation using available routines such as TRED2 and TQL2 [ll]. 3. Application The present method is applied to calculate bound-state energies of anharmonic oscillators for a wide range of coupling constants. We first consider the harmonic oscillator () whose exact eigenvalues are known as E = En, = &[(2n + l)& + ( + 1)&] (3.1) in the unbounded domain of x and y. The problem is interesting from the viewpoint of testing our approximation for each basis set. Results accurate to digits are given in Table I for a,, = aol = v2 = 1. In the numerical tables, n and 1 show the quantum numbers of the state and N stands for the truncation size which is sufficient to reach the desired accuracy. In each case, we report eigenvalues to digits and set p = a. Therefore, the sole boundary parameter a, for which the presented accuracy is achieved, is defined as the critical value a,, similar to that of the one-dimensional Schrodinger equation [9]. It should be noted that a systematic investigation of the potentials considered here requires too many numerical tables since the number of coupling parameters is rather large with infinitely many combinations. So we present extensive data only for potentials with the interchange symmetry V(X, y) = V(y, XI, () which explains why we solve the problem on a square domain putting p = a. For such an oscillator the coefficients in (1.8) satisfy the relations transforms fkl with k, 2 = 0,1,..., N - 1 into g, with j = 1,2,..., N2. Hence the system in (2.) is allj = aol, 4.0 = a = a12r a30 = a 03~ () INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 1 87

6 TASELI AND EID TABLE I Eigenvalues of the harmonic oscillator, V(x, y) = x2 + y2. Basis set acr k I N and the corresponding potential, on making a simple scaling transformation, is equivalent to V( x, y) = x2 + y2 + c4( x4 + 2ax2y2 + y4> + c6(x6 + 3bx4y2 + 3bx2y4 + y6), (3.4) where a, b, c4, and c6 are the new system parameters. In the case of the quartic coupling, when c6 = 0, we see from (1.7) that c4 > 0, -1 I a 5 1. (3.5) Numerical results are included in Tables II-VI for the values of c4 = 1, lo3, lo6, and 00 corresponding to each a = -l,o, and 1, covering the range of a. Notice that c4 -, 00 limit represents the pure quartic oscillator problem ( -V2 + x4 + 2ax2y2 + y4)q = 89, (3.6) where E = c:138. For this reason eigenvalues for cq > 1 have been scaled by cq1i3 to infer how rapidly the c4 -, m limit values of energies are achieved as c4 increases. Tables VII-X are devoted to the more general problem of the sextic oscillators in two dimensions by taking into account the potential in (3.4) with c4 = 0. It may be shown that the conditions in (1.9) now imply the relations c6 > 0, (3b + l)(b - li3 I 0 (3.7) so that the parameter b varies between - I b I 1. Thus the entire range of b is covered by setting b = - i,o, i, 5, and 1 while c6 changes from to m. Here, c6 -, 00 limit Hamiltonian corresponds to the pure sextic oscillator (-V2 + x6 + 3bx4y2 + 3bx2y4 + y6)'p = ' (3.8) with E = c;i42f". As in the case of the quartic coupling eigenvalues in the numerical tables for c6 > 1 are those scaled by ct Discussion In this work, the spectra of unbounded oscillators in two dimensions are obtained by way of increasing systematically the boundary value a, regarding it as a nonlinear optimization parameter. It was shown numerically that there exists a critical value acr at which the low-lying state energies are equal to those of a limit to a prescribed accuracy. In order to justify the procedure analytically, we first prove the domain monotonicity of the eigenvalues. Let us reconsider the Schrodinger equation [ -V2 + V (X, y) - E ]~(x, y) = 0, X, y E l. -a, ai (4.1) in which the potential, as does the wave function, satisfies both reflection and interchange symmetries with the accompanying Dirichlet boundary conditions 8 VOL.59, NO. 3

7 NONSEPARABLE POTENTIALS IN TWO DIMENSIONS TABLE II Eigenvalues of the quartic oscillator for c, = 10-3 as a function of a. a %r N n I E", Basis set INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 1 89

8 TASELI AND EID TABLE 111 Eigenvalues of the quartic oscillator for c, = 1 as a function of a. a %r N n I E", Basis set VOL. 59, NO. 3

9 NONSEPARABLE POTENTIALS IN TWO DIMENSIONS TABLE IV Eigenvalues of the quartic oscillator for ca = lo3 as a function of a. a acr N n I c, "3E ", Basis set a37 91 o i o I a INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 1

10 TA$ELI AND EID TABLE V Eigenvalues of the quartic oscillator for c, = lo6 as a function of a. a %I N n I c, "3E ", Basis set VOL. 59, NO. 3

11 NONSEPARABLE POTENTIALS IN TWO DIMENSIONS TABLE VI Eigenvalues of the quartic oscillator for ca + ~0 as a function of a. a %r N I c, "3E ", Basis set INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 3

12 TA!$ELI AND EID TABLE VII Eigenvalues of the sextic oscillator for c, = 10-4 as a function of b. b %r N n I E, Basis set _ VOL. 59, -NO. 3

13 NONSEPARABLE POTENTIALS IN TWO DIMENSIONS TABLE Vlll Eigenvalues of the sextic oscillator for c6 = 1 as a function of b. b %r N n i E", Basis set ~ INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 1 95

14 TASELl AND EID TABLE IX Eigenvalues of the sextic oscillator for c6 = lo4 as a function of b. b %-r N n I c, "4E,, Basis set VOL. 59, NO. 3

15 NONSEPARABLE POTENTIALS IN TWO DIMENSIONS TABLE X Eigenvalues of the sextic oscillator for c6 as a function of b. b %r N n I c6- "4E, Basis set INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 7

16 TASELI AND EID for all y and W(x, -a) = 0, Wx, a) = 0 (4.3) for all x. It is obvious that the eigenvalues and the eigenfunctions in (4.1) depend on the boundary parameter a. Therefore, we may denote W = W( x, y, a), E = (a). (4.4) Now, differentiating (4.1) with respect to a, multiplying by W and integrating the result over the range of the independent variables, we obtain de d dw da da T(x, y, a) dxdy. () We may assume, without any loss of generality, that the wave function is normalized, (W, W) = 1, so that de - = ([ -V2 + V (x, y) - da where the derivative operators with respect to a and the Laplace operator in () have been interchanged. On integrating by parts, the right-hand side of (4.6) can be put into a form 2, (g, (L W) = boundary terms + L*Y) da (4.7) wherein the last inner product vanishes from (4.1) since the operator L = -0' + V(x, y) - E is formally self-adjoint, L* = L. Hence, writing explicitly the boundary terms we arrive at the relation de dw d Y -."jla dy?")la dw d Y - dx. (4.8) da dx aa dxda X=-a dyda Y=-a To derive a more neat expression for de/da, we consider the total differential of W. From (4.41, we have dw dw dw dy = -dx + -dy + -da. (4.9) dx JY da If x is a function of a, x = x(a) say, then dx = (dx/da) da so that where the meaning of dw/da + [(dx/da) (dy/dx)] is surely that of the partial derivative of W with respect to a when y is kept constant, dy = 0. Therefore, for x = da), dw dw dw dx (4.11) da aa dx da Now, differentiation of the conditions given in (4.2) with respect to a by taking x = -a and x = a, respectively, it follows that Ya(-a, y) - Wx(-a, y) = 0, Wa(a, y) + Wx(a, y) = 0, (4.12) where the subscripts denote partial derivatives. Likewise for y = y(a), from (4.9) and (4.3), we have Wa(x, -01) - Ty(x, -a) = 0, Wa( x, a) + WY( x, a) = 0. (4.13) Substituting (4.12) and (4.13) into (4.8) and using the symmetries of the wave function, we see that (4.8) can be written in the form (4.14) It is clear that de/da is strictly negative which implies that E( a) decreases monotonically to its limit E(m) as a In other words, the larger region has smaller eigenvalues, E(a) 2 E(m). (4.15) This means that E(a)'s are upper bounds to the asymptotic eigenvalues; a property which is well known for the corresponding one-dimensional problems,1. As a consequence of (4.14) and (4.151, the difference IEJa,) - En[(a,)l = E,, for any quantum state (n, I ) measures the inaccuracy of the results. In our calculations we estimate acr values in such a way that E,! is less than 10-*", and therefore present eigenvalues to significant figures. 8 VOL. 59, NO. 3

17 NONSEPARABLE POTENTIALS IN TWO DIMENSIONS On the other hand, for any a, fixed, the relations EII/(a,, N) > Enl(a,, N + 11, EJa,) = lim Enl(a,, N) (4.16) N-m are known from the variational principle. Therefore, stable digits of eigenvalues conforming between two consecutive values of N, imply the accuracy of En,(az). In the tables, the recorded truncation orders N are those for which I En[(&,, N + 1) - Enl(~,, N)I < lop2 (4.) showing that the Enl(a,) s are correct up to digits. and are used in evaluating the energy levels with the same parity, namely, both even or both odd. The eigenvalues, however, having different parity, one even and one odd, may be calculated by either or since they are doubly degenerate for all oscillators considered numerically in this work. In Table I, we see that the exact eigenstates En, = 2(n ) of the harmonic oscillator, V(x, y) = x2 + y2, are reproduced. This problem might have been treated in cylindrical polar coordinates by the separation of variables. In general, the separation process may cause a loss of some solutions. Indeed, solving the radial Schrodinger equation we could find the exact eigenvalues to be 2(2n + I + 1) [13]. Here, E2,,, is determined rather than En,, and hence the solutions corresponding to M odd are lost in the separation process. A similar situation occurs for the quartic and the sextic oscillators defined in (3.4) when a = 1 and b = 1, respectively, for which the systems have a special circular symmetry. For this reason, the eigenvalues of the circularly symmetric quartic oscillators characterized by En, in [3] and [13] should be compared with those of E2n,l in this study. The structure of the present trigonometric basis sets provides a very natural and a simple way to order the eigenvalues according to the quantum numbers. If the energy levels En, are characterized as groups denoted by the number rn = n + I, it is then easier to understand their certain ordering properties. In the case of the circularly symmetric oscillators we deduce, from Tables 11-VI for a = 1 and from Tables VII-X for b = 1, that if rn is even - E0,m = E 1,m-1 < E 2,m-z - Es,m-3 < **. < E m-2,2 - L 1, l < Em,0 (4.) while if m is odd the numbers of degeneracies being 2,2,..., 2,l and 2,2,..., 2, respectively. As another special case we have two uncoupled quartic anharmonic oscillators when a = 0. Similarly, for b = 0, the system becomes one of two independent sextic oscillators. For these cases, it is clear that En, = En + E,, M, I = 0,1,... (4.) where the Ek s are the kth eigenvalues of the corresponding one-dimensional problems. Thus the accuracy of the present results may be confirmed by means of (4.) on recalling, especially, the numerical results of Banejee [14] and TaSeli and Demiralp [15] given in one dimension. The equation (4.) implies also that En, = El, which can be seen immediately from our tables. Furthermore, the group characterized by rn has the energy levels in ascending order of magnitude for rn even, 2k say, and for rn odd, 2k + 1 say, - Ek,k+l = E k+l,k < E k-l,k+2 - Ek+2,k-l <. < E1,2k = E2k,/ < E0,2k+l - E2k+1,0 (4.) with the degeneracies equal, respectively, to 1,2,2,...,2 and 2,2,...,2. The eigenvalues of the sextic oscillator in the group 2k + 1 remain doubly degenerate and unsplit as b varies from - to 1. For the group 2k, however, the doubly degenerate levels at b = 0 and b = 1 split into two levels such that Ek,k < E k-l,k+l < E k+l,k-l < Ek-2,k+2 < ** < 1,2k--l < 2k-1,l < 0,2k < 2k,0 (4.) when - is b < 0 and 0 < b < 1. Although the numerical results are not quoted here, it seems that the eigenvalues of the quartic oscillators with -1 < a < 0 and 0 < a < 1 show the same trend. As another important feature of energy levels crossings, we examine the ordering of eigenvalues INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 1 99

18 TA$ELI AND EID belonging to two different groups. Let rn and rn, denote two groups such that rn = n + 1 and rn, = n, + I,. If rn > rn, then we infer that En, > Enl,ll* rn = 0,1,..., M, (4.24) where M is a finite number representing the group M. It is noteworthy that the number M, up to which eigenvalues satisfy (4.241, depends mainly on the potential function being considered. Obviously, M tends to infinity only for the exceptional case of harmonic oscillators. Hence in the near harmonic regime of eigenvalues, we observe that M is indeed a very large number. It is, however, considerably small in the boundary layer and in the pure anharmonic regime. More specifically, as can be seen from Table I11 for the quartic coupling with a = - 1 and c4 = 1,, in group rn = 4 is less than Eo,3 in group rn, = 3 in spite of rn > rn,. Therefore, M = 3 for this potential. We notice, from Table VI for a = -1, that M becomes 2 as c4 + m since E,,, < E,,,. In general, the number M is more or less the same whenever the coupling constant c In the case of uncoupled quartic oscillator, a = 0, the eigenvalues may be ordered according to (4.24) for rn = 0,1,...,7 since E4,, < E,, which implies that M = 7. For the circularly symmetric oscillators with c4 2 1, by noting that inequality (4.24) is invalid for the first time at rn = 11 where E,,,, < E,,,, we find that M = 10. Eigenvalues of the sextic oscillators behave very similarly. For c6 2 1, it is concluded that M is at least 3 and at most 7 as b varies from - 5 to 1. We believe that this interesting structure of the energy spectrum of a coupled system is discussed for the first time. Numerical computations are performed using quadruple precision arithmetic on an IBM AIX computer system. Over a wide range of the coupling constants, we see that a truncation size of N about is sufficient in determining eigenvalues to significant digits, which consumes approximately 4 CPU minutes. Only the cases of a = -1 and b = - 3 require to take higher truncation orders. This is related to the fact that the rate of convergence of our algorithm is relatively slower for the corresponding potentials. The comments, given in [9], on the critical values of OL are completely representative in the twodimensional case as well. Therefore, we do not TABLE XI Eigenvalues of V(x, y) = -x2 - y (x2 + y2i2. %T N n I En, -k 2.5 Basis set VOL. 59, NO. 3

19 NONSEPARABLE POTENTIALS IN TWO DIMENSIONS duplicate here the fairly detailed discussion of [9] about acr. As an attempt of applying the method to an eigenvalue problem of a different nature we finally consider two-well quartic oscillators where V(X, y) = -x2 - y2 + c4(x4 + 2ux2y2 + y4). (4.25) Numerical results of a particular example, c4 = 0.1 and u = 1, are given in Table XI, which encourage us to employ trigonometric basis sets in solving more complex systems having both symmetrical and unsymmetrical potentials with one or more than one minima. References 1. T. Banks, C. M. Bender, and T. T. Wu, Phys. Rev. D 8,3346 (73). 2. I. C. Percival and N. Pomphrey, Mol. Phys. 31, 97 (76). 3. F. T. Hioe, D. MacMillen, and E. W. Montroll, Phys. Rep. 43, 305 (78). 4. R. A. Pullen and A. R. Edmonds, J. Phys. A: Math. Gen. 14, L477 (81). 5. N. Ari and M. Demiralp, J, Math. Phys. 26, (85). 6. F. M. Fernandez, A. M. Meson, and E. A. Castro, Phys. Lett, 112A, 107 (85). 7. J. Killingbeck and M. N. Jones, J. Phys. A: Math. Gen., 705 (86). 8. E. R. Vrscay and C. R. Handy, J. Phys. A: Math. Gen.,8 (89). 9. H. Taqeli, Int. J. Quantum Chem. 46, 3 (93). 10. H. Taqeli, J. Comput. Phys. 101, 252 (92). 11. H. W. Press, B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling, Numerical Recipes (Cambridge University Press, Cambridge, 861, p F. M. Fernandez and E. A. Castro, Int. J. Quantum Chem., 533 (81). 13. H. Taqeli, Int. J. Quantum Chem. 57, 63 (96). 14. K. Banejee, Proc. R. Soc. A 364, 265 (78). 15. H. Taqeli and M. Demiralp, J. Phys. A Math. Gen., 3903 (88). INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 1

A Fourier-Bessel Expansion for Solving Radial Schrödinger Equation in Two Dimensions

A Fourier-Bessel Expansion for Solving Radial Schrödinger Equation in Two Dimensions A Fourier-Bessel Expansion for Solving Radial Schrödinger Equation in Two Dimensions H. TAŞELI and A. ZAFER Department of Mathematics, Middle East Technical University, 06531 Ankara, Turkey ABSTRACT The

More information

N-Dimensional Isotropic

N-Dimensional Isotropic Bessel Basis with Applications: N-Dimensional Isotropic Polynomial Oscillators H TAŞELI, A ZAFER Department of Mathematics, Middle East Technical University, 65 Ankara, Turkey Received July 996; accepted

More information

The confined system approximation for solving non-separable potentials in three dimensions

The confined system approximation for solving non-separable potentials in three dimensions J. Phys. A: Math. Gen. 31 (1998) 3095 3114. Printed in the UK PII: S0305-4470(98)86382-8 The confined system approximation for solving non-separable potentials in three dimensions HTaşeli and R Eid Department

More information

Calculation of energy eigenvalues for the quantum anharmonic oscillator with a polynomial potential

Calculation of energy eigenvalues for the quantum anharmonic oscillator with a polynomial potential INSTITUTE OF PHYSICS PUBLISHING JOURNAL OF PHYSICS A: MATHEMATICAL AND GENERAL J. Phys. A: Math. Gen. 35 (00) 87 9 PII: S0305-4470(0)5801-1 Calculation of energy eigenvalues for the quantum anharmonic

More information

Page 404. Lecture 22: Simple Harmonic Oscillator: Energy Basis Date Given: 2008/11/19 Date Revised: 2008/11/19

Page 404. Lecture 22: Simple Harmonic Oscillator: Energy Basis Date Given: 2008/11/19 Date Revised: 2008/11/19 Page 404 Lecture : Simple Harmonic Oscillator: Energy Basis Date Given: 008/11/19 Date Revised: 008/11/19 Coordinate Basis Section 6. The One-Dimensional Simple Harmonic Oscillator: Coordinate Basis Page

More information

arxiv:quant-ph/ v1 29 Mar 2003

arxiv:quant-ph/ v1 29 Mar 2003 Finite-Dimensional PT -Symmetric Hamiltonians arxiv:quant-ph/0303174v1 29 Mar 2003 Carl M. Bender, Peter N. Meisinger, and Qinghai Wang Department of Physics, Washington University, St. Louis, MO 63130,

More information

Waves on 2 and 3 dimensional domains

Waves on 2 and 3 dimensional domains Chapter 14 Waves on 2 and 3 dimensional domains We now turn to the studying the initial boundary value problem for the wave equation in two and three dimensions. In this chapter we focus on the situation

More information

PT-symmetric quantum theory, nonlinear eigenvalue problems, and the Painlevé transcendents

PT-symmetric quantum theory, nonlinear eigenvalue problems, and the Painlevé transcendents PT-symmetric quantum theory, nonlinear eigenvalue problems, and the Painlevé transcendents Carl M. Bender Washington University RIMS-iTHEMS International Workshop on Resurgence Theory Kobe, September 2017

More information

Notes on Special Functions

Notes on Special Functions Spring 25 1 Notes on Special Functions Francis J. Narcowich Department of Mathematics Texas A&M University College Station, TX 77843-3368 Introduction These notes are for our classes on special functions.

More information

The Sommerfeld Polynomial Method: Harmonic Oscillator Example

The Sommerfeld Polynomial Method: Harmonic Oscillator Example Chemistry 460 Fall 2017 Dr. Jean M. Standard October 2, 2017 The Sommerfeld Polynomial Method: Harmonic Oscillator Example Scaling the Harmonic Oscillator Equation Recall the basic definitions of the harmonic

More information

Asymptotics of Integrals of. Hermite Polynomials

Asymptotics of Integrals of. Hermite Polynomials Applied Mathematical Sciences, Vol. 4, 010, no. 61, 04-056 Asymptotics of Integrals of Hermite Polynomials R. B. Paris Division of Complex Systems University of Abertay Dundee Dundee DD1 1HG, UK R.Paris@abertay.ac.uk

More information

Recurrence Relations and Fast Algorithms

Recurrence Relations and Fast Algorithms Recurrence Relations and Fast Algorithms Mark Tygert Research Report YALEU/DCS/RR-343 December 29, 2005 Abstract We construct fast algorithms for decomposing into and reconstructing from linear combinations

More information

arxiv:math-ph/ v1 26 Apr 2001

arxiv:math-ph/ v1 26 Apr 2001 Multiscale Reference Function Analysis of the PT Symmetry Breaking Solutions for the P 2 +ix 3 +iαx Hamiltonian C. R. Handy 1, D. Khan 1, Xiao-Qian Wang 1, and C. J. Tymczak 2 1 Department of Physics &

More information

Quantum Mechanics Solutions

Quantum Mechanics Solutions Quantum Mechanics Solutions (a (i f A and B are Hermitian, since (AB = B A = BA, operator AB is Hermitian if and only if A and B commute So, we know that [A,B] = 0, which means that the Hilbert space H

More information

Relevant sections from AMATH 351 Course Notes (Wainwright): Relevant sections from AMATH 351 Course Notes (Poulin and Ingalls):

Relevant sections from AMATH 351 Course Notes (Wainwright): Relevant sections from AMATH 351 Course Notes (Poulin and Ingalls): Lecture 5 Series solutions to DEs Relevant sections from AMATH 35 Course Notes (Wainwright):.4. Relevant sections from AMATH 35 Course Notes (Poulin and Ingalls): 2.-2.3 As mentioned earlier in this course,

More information

Physics 221A Fall 2017 Notes 27 The Variational Method

Physics 221A Fall 2017 Notes 27 The Variational Method Copyright c 2018 by Robert G. Littlejohn Physics 221A Fall 2017 Notes 27 The Variational Method 1. Introduction Very few realistic problems in quantum mechanics are exactly solvable, so approximation methods

More information

arxiv:math-ph/ v1 30 Sep 2003

arxiv:math-ph/ v1 30 Sep 2003 CUQM-99 math-ph/0309066 September 2003 Asymptotic iteration method for eigenvalue problems arxiv:math-ph/0309066v1 30 Sep 2003 Hakan Ciftci, Richard L. Hall and Nasser Saad Gazi Universitesi, Fen-Edebiyat

More information

The quartic anharmonic oscillator and its associated nonconstant magnetic field

The quartic anharmonic oscillator and its associated nonconstant magnetic field The quartic anharmonic oscillator and its associated nonconstant magnetic field T. Allen, C. Anastassiou, and W. H. Klink Department of Physics and Astronomy, The University of Iowa, Iowa City, Iowa 54

More information

Energy Level Sets for the Morse Potential

Energy Level Sets for the Morse Potential Energy Level Sets for the Morse Potential Fariel Shafee Department of Physics Princeton University Princeton, NJ 08540 Abstract: In continuation of our previous work investigating the possibility of the

More information

Stark effect of a rigid rotor

Stark effect of a rigid rotor J. Phys. B: At. Mol. Phys. 17 (1984) 3535-3544. Printed in Great Britain Stark effect of a rigid rotor M Cohen, Tova Feldmann and S Kais Department of Physical Chemistry, The Hebrew University, Jerusalem

More information

Two special equations: Bessel s and Legendre s equations. p Fourier-Bessel and Fourier-Legendre series. p

Two special equations: Bessel s and Legendre s equations. p Fourier-Bessel and Fourier-Legendre series. p LECTURE 1 Table of Contents Two special equations: Bessel s and Legendre s equations. p. 259-268. Fourier-Bessel and Fourier-Legendre series. p. 453-460. Boundary value problems in other coordinate system.

More information

which implies that we can take solutions which are simultaneous eigen functions of

which implies that we can take solutions which are simultaneous eigen functions of Module 1 : Quantum Mechanics Chapter 6 : Quantum mechanics in 3-D Quantum mechanics in 3-D For most physical systems, the dynamics is in 3-D. The solutions to the general 3-d problem are quite complicated,

More information

MATH3383. Quantum Mechanics. Appendix D: Hermite Equation; Orthogonal Polynomials

MATH3383. Quantum Mechanics. Appendix D: Hermite Equation; Orthogonal Polynomials MATH3383. Quantum Mechanics. Appendix D: Hermite Equation; Orthogonal Polynomials. Hermite Equation In the study of the eigenvalue problem of the Hamiltonian for the quantum harmonic oscillator we have

More information

we1 = j+dq + = &/ET, (2)

we1 = j+dq + = &/ET, (2) EUROPHYSICS LETTERS Europhys. Lett., 24 (S), pp. 693-698 (1993) 10 December 1993 On Debye-Huckel s Theory. I. M. MLADENOV Central Laboratory of Biophysics, Bulgarian Academy of Sciences Acad. G. Bonchev

More information

arxiv:math-ph/ v1 10 May 2000

arxiv:math-ph/ v1 10 May 2000 HEP-00-13 Conjecture on the Interlacing of Zeros in Complex Sturm-Liouville Problems arxiv:math-ph/0005012v1 10 May 2000 Carl M. Bender 1, Stefan Boettcher 2, and Van M. Savage 1 1 Department of Physics,

More information

Solution to Problem Set No. 6: Time Independent Perturbation Theory

Solution to Problem Set No. 6: Time Independent Perturbation Theory Solution to Problem Set No. 6: Time Independent Perturbation Theory Simon Lin December, 17 1 The Anharmonic Oscillator 1.1 As a first step we invert the definitions of creation and annihilation operators

More information

1 The Quantum Anharmonic Oscillator

1 The Quantum Anharmonic Oscillator 1 The Quantum Anharmonic Oscillator Perturbation theory based on Feynman diagrams can be used to calculate observables in Quantum Electrodynamics, like the anomalous magnetic moment of the electron, and

More information

Representation theory and quantum mechanics tutorial Spin and the hydrogen atom

Representation theory and quantum mechanics tutorial Spin and the hydrogen atom Representation theory and quantum mechanics tutorial Spin and the hydrogen atom Justin Campbell August 3, 2017 1 Representations of SU 2 and SO 3 (R) 1.1 The following observation is long overdue. Proposition

More information

Appendix A. The Particle in a Box: A Demonstration of Quantum Mechanical Principles for a Simple, One-Dimensional, One-Electron Model System

Appendix A. The Particle in a Box: A Demonstration of Quantum Mechanical Principles for a Simple, One-Dimensional, One-Electron Model System Appendix A The Particle in a Box: A Demonstration of Quantum Mechanical Principles for a Simple, One-Dimensional, One-Electron Model System Real quantum mechanical systems have the tendency to become mathematically

More information

1 Commutators (10 pts)

1 Commutators (10 pts) Final Exam Solutions 37A Fall 0 I. Siddiqi / E. Dodds Commutators 0 pts) ) Consider the operator  = Ĵx Ĵ y + ĴyĴx where J i represents the total angular momentum in the ith direction. a) Express both

More information

Complex WKB analysis of energy-level degeneracies of non-hermitian Hamiltonians

Complex WKB analysis of energy-level degeneracies of non-hermitian Hamiltonians INSTITUTE OF PHYSICS PUBLISHING JOURNAL OF PHYSICS A: MATHEMATICAL AND GENERAL J. Phys. A: Math. Gen. 4 (001 L1 L6 www.iop.org/journals/ja PII: S005-4470(01077-7 LETTER TO THE EDITOR Complex WKB analysis

More information

Chapter 6. Q. Suppose we put a delta-function bump in the center of the infinite square well: H = αδ(x a/2) (1)

Chapter 6. Q. Suppose we put a delta-function bump in the center of the infinite square well: H = αδ(x a/2) (1) Tor Kjellsson Stockholm University Chapter 6 6. Q. Suppose we put a delta-function bump in the center of the infinite square well: where α is a constant. H = αδ(x a/ ( a Find the first-order correction

More information

Time part of the equation can be separated by substituting independent equation

Time part of the equation can be separated by substituting independent equation Lecture 9 Schrödinger Equation in 3D and Angular Momentum Operator In this section we will construct 3D Schrödinger equation and we give some simple examples. In this course we will consider problems where

More information

Chem 3502/4502 Physical Chemistry II (Quantum Mechanics) 3 Credits Spring Semester 2006 Christopher J. Cramer. Lecture 9, February 8, 2006

Chem 3502/4502 Physical Chemistry II (Quantum Mechanics) 3 Credits Spring Semester 2006 Christopher J. Cramer. Lecture 9, February 8, 2006 Chem 3502/4502 Physical Chemistry II (Quantum Mechanics) 3 Credits Spring Semester 2006 Christopher J. Cramer Lecture 9, February 8, 2006 The Harmonic Oscillator Consider a diatomic molecule. Such a molecule

More information

arxiv:chao-dyn/ v1 3 Jul 1995

arxiv:chao-dyn/ v1 3 Jul 1995 Chaotic Spectra of Classically Integrable Systems arxiv:chao-dyn/9506014v1 3 Jul 1995 P. Crehan Dept. of Mathematical Physics, University College Dublin, Belfield, Dublin 2, Ireland PCREH89@OLLAMH.UCD.IE

More information

Brief review of Quantum Mechanics (QM)

Brief review of Quantum Mechanics (QM) Brief review of Quantum Mechanics (QM) Note: This is a collection of several formulae and facts that we will use throughout the course. It is by no means a complete discussion of QM, nor will I attempt

More information

Asymptotic iteration method for eigenvalue problems

Asymptotic iteration method for eigenvalue problems INSTITUTE OF PHYSICS PUBLISHING JOURNAL OF PHYSICS A: MATHEMATICAL AND GENERAL J. Phys. A: Math. Gen. 6 (00 11807 11816 PII: S005-4470(067611-0 Asymptotic iteration method for eigenvalue problems Hakan

More information

ESTIMATES ON THE NUMBER OF LIMIT CYCLES OF A GENERALIZED ABEL EQUATION

ESTIMATES ON THE NUMBER OF LIMIT CYCLES OF A GENERALIZED ABEL EQUATION Manuscript submitted to Website: http://aimsciences.org AIMS Journals Volume 00, Number 0, Xxxx XXXX pp. 000 000 ESTIMATES ON THE NUMBER OF LIMIT CYCLES OF A GENERALIZED ABEL EQUATION NAEEM M.H. ALKOUMI

More information

arxiv: v1 [quant-ph] 31 Jul 2009

arxiv: v1 [quant-ph] 31 Jul 2009 Harmonic oscillator in a one dimensional box arxiv:0908.0006v1 [quant-ph] 31 Jul 009 Paolo Amore and Francisco M Fernández Facultad de Ciencias, Universidad de Colima, Bernal Díaz del Castillo 340, Colima,

More information

Supersymmetric Quantum Mechanics and Geometry by Nicholas Mee of Trinity College, Cambridge. October 1989

Supersymmetric Quantum Mechanics and Geometry by Nicholas Mee of Trinity College, Cambridge. October 1989 Supersymmetric Quantum Mechanics and Geometry by Nicholas Mee of Trinity College Cambridge October 1989 Preface This dissertation is the result of my own individual effort except where reference is explicitly

More information

Chapter 2. Linear Algebra. rather simple and learning them will eventually allow us to explain the strange results of

Chapter 2. Linear Algebra. rather simple and learning them will eventually allow us to explain the strange results of Chapter 2 Linear Algebra In this chapter, we study the formal structure that provides the background for quantum mechanics. The basic ideas of the mathematical machinery, linear algebra, are rather simple

More information

1 Introduction. Green s function notes 2018

1 Introduction. Green s function notes 2018 Green s function notes 8 Introduction Back in the "formal" notes, we derived the potential in terms of the Green s function. Dirichlet problem: Equation (7) in "formal" notes is Φ () Z ( ) ( ) 3 Z Φ (

More information

Isotropic harmonic oscillator

Isotropic harmonic oscillator Isotropic harmonic oscillator 1 Isotropic harmonic oscillator The hamiltonian of the isotropic harmonic oscillator is H = h m + 1 mω r (1) = [ h d m dρ + 1 ] m ω ρ, () ρ=x,y,z a sum of three one-dimensional

More information

PHYS 771, Quantum Mechanics, Final Exam, Fall 2011 Instructor: Dr. A. G. Petukhov. Solutions

PHYS 771, Quantum Mechanics, Final Exam, Fall 2011 Instructor: Dr. A. G. Petukhov. Solutions PHYS 771, Quantum Mechanics, Final Exam, Fall 11 Instructor: Dr. A. G. Petukhov Solutions 1. Apply WKB approximation to a particle moving in a potential 1 V x) = mω x x > otherwise Find eigenfunctions,

More information

Mathematical Tripos Part IB Michaelmas Term Example Sheet 1. Values of some physical constants are given on the supplementary sheet

Mathematical Tripos Part IB Michaelmas Term Example Sheet 1. Values of some physical constants are given on the supplementary sheet Mathematical Tripos Part IB Michaelmas Term 2015 Quantum Mechanics Dr. J.M. Evans Example Sheet 1 Values of some physical constants are given on the supplementary sheet 1. Whenasampleofpotassiumisilluminatedwithlightofwavelength3

More information

Chapter 7. Extremal Problems. 7.1 Extrema and Local Extrema

Chapter 7. Extremal Problems. 7.1 Extrema and Local Extrema Chapter 7 Extremal Problems No matter in theoretical context or in applications many problems can be formulated as problems of finding the maximum or minimum of a function. Whenever this is the case, advanced

More information

Review of matrices. Let m, n IN. A rectangle of numbers written like A =

Review of matrices. Let m, n IN. A rectangle of numbers written like A = Review of matrices Let m, n IN. A rectangle of numbers written like a 11 a 12... a 1n a 21 a 22... a 2n A =...... a m1 a m2... a mn where each a ij IR is called a matrix with m rows and n columns or an

More information

one-dimensional box with harmonic interaction

one-dimensional box with harmonic interaction On the symmetry of four particles in a arxiv:1607.00977v [quant-ph] 8 Jul 016 one-dimensional box with harmonic interaction Francisco M. Fernández INIFTA (CONICET, UNLP), División Química Teórica Blvd.

More information

Physics 342 Lecture 23. Radial Separation. Lecture 23. Physics 342 Quantum Mechanics I

Physics 342 Lecture 23. Radial Separation. Lecture 23. Physics 342 Quantum Mechanics I Physics 342 Lecture 23 Radial Separation Lecture 23 Physics 342 Quantum Mechanics I Friday, March 26th, 2010 We begin our spherical solutions with the simplest possible case zero potential. Aside from

More information

NONTRIVIAL SOLUTIONS TO INTEGRAL AND DIFFERENTIAL EQUATIONS

NONTRIVIAL SOLUTIONS TO INTEGRAL AND DIFFERENTIAL EQUATIONS Fixed Point Theory, Volume 9, No. 1, 28, 3-16 http://www.math.ubbcluj.ro/ nodeacj/sfptcj.html NONTRIVIAL SOLUTIONS TO INTEGRAL AND DIFFERENTIAL EQUATIONS GIOVANNI ANELLO Department of Mathematics University

More information

Complex Analytic Functions and Differential Operators. Robert Carlson

Complex Analytic Functions and Differential Operators. Robert Carlson Complex Analytic Functions and Differential Operators Robert Carlson Some motivation Suppose L is a differential expression (formal operator) N L = p k (z)d k, k=0 D = d dz (0.1) with p k (z) = j=0 b jz

More information

Physics 741 Graduate Quantum Mechanics 1 Solutions to Midterm Exam, Fall x i x dx i x i x x i x dx

Physics 741 Graduate Quantum Mechanics 1 Solutions to Midterm Exam, Fall x i x dx i x i x x i x dx Physics 74 Graduate Quantum Mechanics Solutions to Midterm Exam, Fall 4. [ points] Consider the wave function x Nexp x ix (a) [6] What is the correct normaliation N? The normaliation condition is. exp,

More information

Quantum Mechanics for Scientists and Engineers. David Miller

Quantum Mechanics for Scientists and Engineers. David Miller Quantum Mechanics for Scientists and Engineers David Miller The particle in a box The particle in a box Linearity and normalization Linearity and Schrödinger s equation We see that Schrödinger s equation

More information

On level crossing in deterministic and random matrix pencils

On level crossing in deterministic and random matrix pencils On level crossing in deterministic and random matrix pencils May 3, 2018 Topics to discuss 1 Basic level crossing problem 2 3 4 Main references (i) B. Shapiro, M. Tater, On spectral asymptotics of quasi-exactly

More information

Pure Quantum States Are Fundamental, Mixtures (Composite States) Are Mathematical Constructions: An Argument Using Algorithmic Information Theory

Pure Quantum States Are Fundamental, Mixtures (Composite States) Are Mathematical Constructions: An Argument Using Algorithmic Information Theory Pure Quantum States Are Fundamental, Mixtures (Composite States) Are Mathematical Constructions: An Argument Using Algorithmic Information Theory Vladik Kreinovich and Luc Longpré Department of Computer

More information

Energy spectrum for a short-range 1/r singular potential with a nonorbital barrier using the asymptotic iteration method

Energy spectrum for a short-range 1/r singular potential with a nonorbital barrier using the asymptotic iteration method Energy spectrum for a short-range 1/r singular potential with a nonorbital barrier using the asymptotic iteration method A. J. Sous 1 and A. D. Alhaidari 1 Al-Quds Open University, Tulkarm, Palestine Saudi

More information

Title Project Summary

Title Project Summary Title Project Summary The aim of the project is an estimation theory of those special functions of analysis called zeta functions after the zeta function of Euler (1730). The desired estimates generalize

More information

This ODE arises in many physical systems that we shall investigate. + ( + 1)u = 0. (λ + s)x λ + s + ( + 1) a λ. (s + 1)(s + 2) a 0

This ODE arises in many physical systems that we shall investigate. + ( + 1)u = 0. (λ + s)x λ + s + ( + 1) a λ. (s + 1)(s + 2) a 0 Legendre equation This ODE arises in many physical systems that we shall investigate We choose We then have Substitution gives ( x 2 ) d 2 u du 2x 2 dx dx + ( + )u u x s a λ x λ a du dx λ a λ (λ + s)x

More information

Solving a linear equation in a set of integers II

Solving a linear equation in a set of integers II ACTA ARITHMETICA LXXII.4 (1995) Solving a linear equation in a set of integers II by Imre Z. Ruzsa (Budapest) 1. Introduction. We continue the study of linear equations started in Part I of this paper.

More information

Quantum Mechanics Solutions. λ i λ j v j v j v i v i.

Quantum Mechanics Solutions. λ i λ j v j v j v i v i. Quantum Mechanics Solutions 1. (a) If H has an orthonormal basis consisting of the eigenvectors { v i } of A with eigenvalues λ i C, then A can be written in terms of its spectral decomposition as A =

More information

Quantum Physics III (8.06) Spring 2007 FINAL EXAMINATION Monday May 21, 9:00 am You have 3 hours.

Quantum Physics III (8.06) Spring 2007 FINAL EXAMINATION Monday May 21, 9:00 am You have 3 hours. Quantum Physics III (8.06) Spring 2007 FINAL EXAMINATION Monday May 21, 9:00 am You have 3 hours. There are 10 problems, totalling 180 points. Do all problems. Answer all problems in the white books provided.

More information

ON INTERPOLATION AND INTEGRATION IN FINITE-DIMENSIONAL SPACES OF BOUNDED FUNCTIONS

ON INTERPOLATION AND INTEGRATION IN FINITE-DIMENSIONAL SPACES OF BOUNDED FUNCTIONS COMM. APP. MATH. AND COMP. SCI. Vol., No., ON INTERPOLATION AND INTEGRATION IN FINITE-DIMENSIONAL SPACES OF BOUNDED FUNCTIONS PER-GUNNAR MARTINSSON, VLADIMIR ROKHLIN AND MARK TYGERT We observe that, under

More information

Physics 221A Fall 2018 Notes 22 Bound-State Perturbation Theory

Physics 221A Fall 2018 Notes 22 Bound-State Perturbation Theory Copyright c 2018 by Robert G. Littlejohn Physics 221A Fall 2018 Notes 22 Bound-State Perturbation Theory 1. Introduction Bound state perturbation theory applies to the bound states of perturbed systems,

More information

CONTENTS. vii. CHAPTER 2 Operators 15

CONTENTS. vii. CHAPTER 2 Operators 15 CHAPTER 1 Why Quantum Mechanics? 1 1.1 Newtonian Mechanics and Classical Electromagnetism 1 (a) Newtonian Mechanics 1 (b) Electromagnetism 2 1.2 Black Body Radiation 3 1.3 The Heat Capacity of Solids and

More information

Alex Eremenko, Andrei Gabrielov. Purdue University. eremenko. agabriel

Alex Eremenko, Andrei Gabrielov. Purdue University.   eremenko.   agabriel SPECTRAL LOCI OF STURM LIOUVILLE OPERATORS WITH POLYNOMIAL POTENTIALS Alex Eremenko, Andrei Gabrielov Purdue University www.math.purdue.edu/ eremenko www.math.purdue.edu/ agabriel Kharkov, August 2012

More information

Statistical Interpretation

Statistical Interpretation Physics 342 Lecture 15 Statistical Interpretation Lecture 15 Physics 342 Quantum Mechanics I Friday, February 29th, 2008 Quantum mechanics is a theory of probability densities given that we now have an

More information

Math 324 Summer 2012 Elementary Number Theory Notes on Mathematical Induction

Math 324 Summer 2012 Elementary Number Theory Notes on Mathematical Induction Math 4 Summer 01 Elementary Number Theory Notes on Mathematical Induction Principle of Mathematical Induction Recall the following axiom for the set of integers. Well-Ordering Axiom for the Integers If

More information

The Iterative Method for Quantum Double-well and Symmetry-breaking Potentials

The Iterative Method for Quantum Double-well and Symmetry-breaking Potentials Atlanta University Center DigitalCommons@Robert W. Woodruff Library, Atlanta University Center Electronic Theses & Dissertations Collection for Atlanta University & Clark Atlanta University Clark Atlanta

More information

MATHEMATICAL METHODS AND APPLIED COMPUTING

MATHEMATICAL METHODS AND APPLIED COMPUTING Numerical Approximation to Multivariate Functions Using Fluctuationlessness Theorem with a Trigonometric Basis Function to Deal with Highly Oscillatory Functions N.A. BAYKARA Marmara University Department

More information

Taylor Series and Asymptotic Expansions

Taylor Series and Asymptotic Expansions Taylor Series and Asymptotic Epansions The importance of power series as a convenient representation, as an approimation tool, as a tool for solving differential equations and so on, is pretty obvious.

More information

Chapter 8 Integral Operators

Chapter 8 Integral Operators Chapter 8 Integral Operators In our development of metrics, norms, inner products, and operator theory in Chapters 1 7 we only tangentially considered topics that involved the use of Lebesgue measure,

More information

Angular Momentum in Quantum Mechanics

Angular Momentum in Quantum Mechanics Angular Momentum in Quantum Mechanics In classical mechanics the angular momentum L = r p of any particle moving in a central field of force is conserved. For the reduced two-body problem this is the content

More information

Next topics: Solving systems of linear equations

Next topics: Solving systems of linear equations Next topics: Solving systems of linear equations 1 Gaussian elimination (today) 2 Gaussian elimination with partial pivoting (Week 9) 3 The method of LU-decomposition (Week 10) 4 Iterative techniques:

More information

6.1 Matrices. Definition: A Matrix A is a rectangular array of the form. A 11 A 12 A 1n A 21. A 2n. A m1 A m2 A mn A 22.

6.1 Matrices. Definition: A Matrix A is a rectangular array of the form. A 11 A 12 A 1n A 21. A 2n. A m1 A m2 A mn A 22. 61 Matrices Definition: A Matrix A is a rectangular array of the form A 11 A 12 A 1n A 21 A 22 A 2n A m1 A m2 A mn The size of A is m n, where m is the number of rows and n is the number of columns The

More information

ON QUADRAPELL NUMBERS AND QUADRAPELL POLYNOMIALS

ON QUADRAPELL NUMBERS AND QUADRAPELL POLYNOMIALS Hacettepe Journal of Mathematics and Statistics Volume 8() (009), 65 75 ON QUADRAPELL NUMBERS AND QUADRAPELL POLYNOMIALS Dursun Tascı Received 09:0 :009 : Accepted 04 :05 :009 Abstract In this paper we

More information

Lecture 6 Quantum Mechanical Systems and Measurements

Lecture 6 Quantum Mechanical Systems and Measurements Lecture 6 Quantum Mechanical Systems and Measurements Today s Program: 1. Simple Harmonic Oscillator (SHO). Principle of spectral decomposition. 3. Predicting the results of measurements, fourth postulate

More information

Energy eigenvalues and squeezing properties of general systems of coupled quantum anharmonic oscillators

Energy eigenvalues and squeezing properties of general systems of coupled quantum anharmonic oscillators Energy eigenvalues and squeezing properties of general systems of coupled quantum anharmonic oscillators N. N. Chung and L. Y. Chew Division of Physics and Applied Physics, School of Physical and Mathematical

More information

Angular momentum. Quantum mechanics. Orbital angular momentum

Angular momentum. Quantum mechanics. Orbital angular momentum Angular momentum 1 Orbital angular momentum Consider a particle described by the Cartesian coordinates (x, y, z r and their conjugate momenta (p x, p y, p z p. The classical definition of the orbital angular

More information

Nonlinear Integral Equation Formulation of Orthogonal Polynomials

Nonlinear Integral Equation Formulation of Orthogonal Polynomials Nonlinear Integral Equation Formulation of Orthogonal Polynomials Eli Ben-Naim Theory Division, Los Alamos National Laboratory with: Carl Bender (Washington University, St. Louis) C.M. Bender and E. Ben-Naim,

More information

SOLUTION OF EQUATIONS BY MATRIX METHODS

SOLUTION OF EQUATIONS BY MATRIX METHODS APPENDIX B SOLUTION OF EQUATIONS BY MATRIX METHODS B.1 INTRODUCTION As stated in Appendix A, an advantage offered by matrix algebra is its adaptability to computer use. Using matrix algebra, large systems

More information

An Analytic Iterative Approach to Solving the Time-Independent Schrödinger Equation CHAD JUNKERMEIER, MARK TRANSTRUM, MANUEL BERRONDO

An Analytic Iterative Approach to Solving the Time-Independent Schrödinger Equation CHAD JUNKERMEIER, MARK TRANSTRUM, MANUEL BERRONDO An Analytic Iterative Approach to Solving the Time-Independent Schrödinger Equation CHAD JUNKERMEIER, MARK TRANSTRUM, MANUEL BERRONDO Department of Physics and Astronomy, Brigham Young University, Provo,

More information

Fluctuationlessness Theorem and its Application to Boundary Value Problems of ODEs

Fluctuationlessness Theorem and its Application to Boundary Value Problems of ODEs Fluctuationlessness Theorem and its Application to Boundary Value Problems o ODEs NEJLA ALTAY İstanbul Technical University Inormatics Institute Maslak, 34469, İstanbul TÜRKİYE TURKEY) nejla@be.itu.edu.tr

More information

Time-Independent Perturbation Theory

Time-Independent Perturbation Theory 4 Phys46.nb Time-Independent Perturbation Theory.. Overview... General question Assuming that we have a Hamiltonian, H = H + λ H (.) where λ is a very small real number. The eigenstates of the Hamiltonian

More information

arxiv: v1 [quant-ph] 8 Sep 2010

arxiv: v1 [quant-ph] 8 Sep 2010 Few-Body Systems, (8) Few- Body Systems c by Springer-Verlag 8 Printed in Austria arxiv:9.48v [quant-ph] 8 Sep Two-boson Correlations in Various One-dimensional Traps A. Okopińska, P. Kościk Institute

More information

EIGENFUNCTIONS OF DIRAC OPERATORS AT THE THRESHOLD ENERGIES

EIGENFUNCTIONS OF DIRAC OPERATORS AT THE THRESHOLD ENERGIES EIGENFUNCTIONS OF DIRAC OPERATORS AT THE THRESHOLD ENERGIES TOMIO UMEDA Abstract. We show that the eigenspaces of the Dirac operator H = α (D A(x)) + mβ at the threshold energies ±m are coincide with the

More information

arxiv:quant-ph/ v1 10 May 1999

arxiv:quant-ph/ v1 10 May 1999 Minimal Length Uncertainty Relation and Hydrogen Atom F. Brau Université de Mons-Hainaut, B-7 Mons, BELGIQUE (February 1, 8) arxiv:quant-ph/99533v1 1 May 1999 Abstract We propose a new approach to calculate

More information

Lecture IX. Definition 1 A non-singular Sturm 1 -Liouville 2 problem consists of a second order linear differential equation of the form.

Lecture IX. Definition 1 A non-singular Sturm 1 -Liouville 2 problem consists of a second order linear differential equation of the form. Lecture IX Abstract When solving PDEs it is often necessary to represent the solution in terms of a series of orthogonal functions. One way to obtain an orthogonal family of functions is by solving a particular

More information

arxiv:math/ v1 [math.ca] 6 Sep 1994

arxiv:math/ v1 [math.ca] 6 Sep 1994 NUMERICAL COMPUTATION OF REAL OR COMPLEX arxiv:math/909227v1 [math.ca] 6 Sep 199 ELLIPTIC INTEGRALS B. C. Carlson Ames Laboratory and Department of Mathematics, Iowa State University, Ames, Iowa 50011-020,

More information

The 3 dimensional Schrödinger Equation

The 3 dimensional Schrödinger Equation Chapter 6 The 3 dimensional Schrödinger Equation 6.1 Angular Momentum To study how angular momentum is represented in quantum mechanics we start by reviewing the classical vector of orbital angular momentum

More information

PUTNAM TRAINING POLYNOMIALS. Exercises 1. Find a polynomial with integral coefficients whose zeros include

PUTNAM TRAINING POLYNOMIALS. Exercises 1. Find a polynomial with integral coefficients whose zeros include PUTNAM TRAINING POLYNOMIALS (Last updated: December 11, 2017) Remark. This is a list of exercises on polynomials. Miguel A. Lerma Exercises 1. Find a polynomial with integral coefficients whose zeros include

More information

Eigenvalues, random walks and Ramanujan graphs

Eigenvalues, random walks and Ramanujan graphs Eigenvalues, random walks and Ramanujan graphs David Ellis 1 The Expander Mixing lemma We have seen that a bounded-degree graph is a good edge-expander if and only if if has large spectral gap If G = (V,

More information

MAXIMA AND MINIMA CHAPTER 7.1 INTRODUCTION 7.2 CONCEPT OF LOCAL MAXIMA AND LOCAL MINIMA

MAXIMA AND MINIMA CHAPTER 7.1 INTRODUCTION 7.2 CONCEPT OF LOCAL MAXIMA AND LOCAL MINIMA CHAPTER 7 MAXIMA AND MINIMA 7.1 INTRODUCTION The notion of optimizing functions is one of the most important application of calculus used in almost every sphere of life including geometry, business, trade,

More information

Ch 3.2: Direct proofs

Ch 3.2: Direct proofs Math 299 Lectures 8 and 9: Chapter 3 0. Ch3.1 A trivial proof and a vacuous proof (Reading assignment) 1. Ch3.2 Direct proofs 2. Ch3.3 Proof by contrapositive 3. Ch3.4 Proof by cases 4. Ch3.5 Proof evaluations

More information

Classical calculation of radiative lifetimes of atomic hydrogen in a homogeneous magnetic field

Classical calculation of radiative lifetimes of atomic hydrogen in a homogeneous magnetic field PHYSICAL REVIEW A 72, 033405 2005 Classical calculation of radiative lifetimes of atomic hydrogen in a homogeneous magnetic field M. W. Horbatsch, E. A. Hessels, and M. Horbatsch Department of Physics

More information

NONLOCAL PROBLEMS WITH LOCAL DIRICHLET AND NEUMANN BOUNDARY CONDITIONS BURAK AKSOYLU AND FATIH CELIKER

NONLOCAL PROBLEMS WITH LOCAL DIRICHLET AND NEUMANN BOUNDARY CONDITIONS BURAK AKSOYLU AND FATIH CELIKER NONLOCAL PROBLEMS WITH LOCAL DIRICHLET AND NEUMANN BOUNDARY CONDITIONS BURAK AKSOYLU AND FATIH CELIKER Department of Mathematics, Wayne State University, 656 W. Kirby, Detroit, MI 480, USA. Department

More information

Section 4.1: Sequences and Series

Section 4.1: Sequences and Series Section 4.1: Sequences and Series In this section, we shall introduce the idea of sequences and series as a necessary tool to develop the proof technique called mathematical induction. Most of the material

More information

The Simple Harmonic Oscillator

The Simple Harmonic Oscillator The Simple Harmonic Oscillator Asaf Pe er 1 November 4, 215 This part of the course is based on Refs [1] [3] 1 Introduction We return now to the study of a 1-d stationary problem: that of the simple harmonic

More information

Section 9 Variational Method. Page 492

Section 9 Variational Method. Page 492 Section 9 Variational Method Page 492 Page 493 Lecture 27: The Variational Method Date Given: 2008/12/03 Date Revised: 2008/12/03 Derivation Section 9.1 Variational Method: Derivation Page 494 Motivation

More information

xi is asymptotically equivalent to multiplication by Xbxi/bs, where S SOME REMARKS CONCERNING SCHRODINGER'S WA VE EQ UA TION

xi is asymptotically equivalent to multiplication by Xbxi/bs, where S SOME REMARKS CONCERNING SCHRODINGER'S WA VE EQ UA TION (6 eks (VO + vl +... ) ~(1) VOL. 19, 1933 MA THEMA TICS: G. D. BIRKHOFF 339 is necessary due to the weakness that only the approximate frequency distribution ml is known except at the value I = '/2 n.

More information

Approximation Methods in QM

Approximation Methods in QM Chapter 3 Approximation Methods in QM Contents 3.1 Time independent PT (nondegenerate)............... 5 3. Degenerate perturbation theory (PT)................. 59 3.3 Time dependent PT and Fermi s golden

More information