Spec. Matrices 2015; 3:169–174 Communication Open Access Igor V. Beloussov Another formulation of the Wick’s theorem. Farewell, pairing? DOI 10.1515/spma-2015-0015 Received February 19, 2015; accepted July 2, 2015 Abstract: The algebraic formulation of Wick’s theorem that allows one to present the vacuum or thermal averages of the chronological product of an arbitrary number of field operators as a determinant (permanent) of the matrix is proposed. Each element of the matrix is the average of the chronological product of only two operators. This formulation is extremely convenient for practical calculations in quantum field theory, statistical physics, and quantum chemistry by the standard packages of the well known computer algebra systems. Keywords: vacuum expectation value; chronological product; contractions AMS: 15-04, 15A15, 65Z05, 81U20 1 Introduction Wick’s theorems are used extensively in quantum field theory [1–4], statistical physics [5–7], and quantum chemistry [8]. They allow one to use the Green’s functions method, and consequently to apply the Feynman’s diagrams for investigations [1–3]. The first of these, which can be called Wick’s Theorem for Ordinary Products, gives us the opportunity to reduce in almost automatic mode the usual product of operators into a unique sum of normal products multiplied by c–numbers. It can be formulated as follows [4]. Let A i (x i ) (i = 1, 2, . . . , n ) are “linear operators”, i.e., some linear combinations of creation and annihilation operators. Then the ordinary product of linear operators is equal to the sum of all the corresponding normal products with all possible contractions, including the normal product without contractions, i.e., A1 . . . A n = : A1 . . . A n : + : A1 A2 . . . A n : + . . . + : A1 . . . A n−1 A n : + : A1 . . . A n : + : A1 A2 A3 A4 . . . A n : + . . . , where A i A j = A i A j − : A i A j : (i, j = 1, 2, . . . , n) is the contraction between the factors A i and A j . Since the vacuum expectation value of the normal ordered product is equal zero, this theorem provides us a way of expressing the vacuum expectation values of n linear operators in terms of vacuum expectation values of two operators. Wick’s Theorem for Chronological Products [4] asserts that the T–product of a system of n linear operators is equal to the sum of their normal products with all possible chronological contractions, including the term without contractions. It follows directly from the previous theorem and gives the opportunity to calculate the vacuum expectation values of the chronological products of linear operators. Finally, from Wick’s theorem for chronological products the Generalized Wick’s Theorem [4] can be obtained. It asserts that the vacuum expectation value of the chronological product of n + 1 linear operators A, B1 , . . . , B n can be decomposed into the sum of n vacuum expectation values of the same chronological prod- Igor V. Beloussov: Institute of Applied Physics, Academy of Sciences of Moldova, 5 Academy Str., Kishinev, 2028, Republic of Moldova, e-mail: [email protected] © 2015 Igor V. Beloussov, licensee De Gruyter Open. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 License. Unauthenticated Download Date | 7/12/17 11:08 PM 170 | Igor V. Beloussov ucts with all possible contractions of one of these operators (for example A ) with all others, i.e., )︁⟩ ∑︁ ⟨ (︁ ⟨T (AB1 . . . B n )⟩0 = T AB1 . . . B i . . . B n . 0 1≤i≤n (1) (︀ )︀ ⟨︀ (︀ )︀⟩︀ Here A i A i = T A i A j − : A i A j := T A i A j 0 (i, j = 1, 2, . . . , n ) i is the chronological contraction between the factors A i and A j . It should be noted that, in contrast to the usual Wick’s theorem for chronological products, there are no expressions involving the number of contractions greater than one on the right-hand side of (1). Wick’s theorem for chronological products or its generalized version are used for the calculation of matrix elements of the scattering matrix in each order of perturbation theory [1–4]. The procedure is reduced to calculation of the vacuum expectation of chronological products of the field operators in the interaction representation. As factors in these products a number of operators ψ i of the Fermi fields and the same num(−) ber of their “conjugate” operators ψ̄ i , as well as operators of the Bose fields φ s = φ(+) s + φ s may be used. Here all continuous and discrete variables are included in the index. In the interaction representation the operators ψ i ,ψ̄ i , and φ(±) correspond to free the commutation relationships of the form [︁ fields and ]︁ satisfy [︁ ]︁ [︁ ]︁ [︀ [︀ ]︀ s [︀ ]︀ ]︀ (−) (+) (+) (+) (−) ψ i , ψ j + = ψ̄ i , ψ̄ j + = 0, ψ i , ψ̄ j + = D ij , φ(−) , φ = φ , φ = 0, φ , φ = D̄ . rs Therefore, r s r s r s − − the averaging of the Fermi and Bose fields can be performed independently. − 2 Basic theorem Since we may rearrange the order of the operators inside T–products taking into account the change of the sign, which arises when the order of the Fermi operators is changed, we present our vacuum expectation value of the chronological product of the Fermi operators in the form ⟨︀ [︀(︀ )︀ (︀ )︀ (︀ )︀]︀⟩︀ ± T ψ i1 ψ̄ j1 ψ i2 ψ̄ j2 . . . ψ i n ψ̄ j n 0 . (2) To calculate (2), we can use Wick’s theorem for chronological products. However, while considering the higher-order perturbation theory, the number of pairs ψ i ψ̄ j of operators ψ i and ψ̄ j becomes so large that the direct application of this theorem begins to represent certain problems because it is very difficult to sort through all the possible contractions between ψ i and ψ̄ j . A consistent use of generalized Wick’s theorem would introduce a greater accuracy in our actions. However, in this case we expect very cumbersome and tedious calculations. Hereinafter we show that the computation of (2) can be easily performed using a simple formula (︁ )︁ ⟨︀ [︀(︀ )︀ (︀ )︀]︀⟩︀ T ψ i1 ψ̄ j1 . . . ψ i n ψ̄ j n 0 = det ∆ i α j β , (3) where ⟨ (︁ )︁⟩ ∆ i α j β = ψ i α ψ̄ j β = T ψ i α ψ̄ j β 0 (α, β = 1, 2, . . . , n) . (4) The proof of this theorem is by induction. Let us assume now that (3) is true for n pairs ψ i α ψ̄ j β , and consider it for the case n + 1. Using generalized Wick’s theorem we have ⟨︀ [︀(︀ )︀ (︀ )︀ (︀ )︀]︀⟩︀ ⟨︀ [︀(︀ )︀ (︀ )︀ (︀ )︀]︀⟩︀ T ψ i1 ψ̄ j1 ψ i2 ψ̄ j2 . . . ψ i n*1 ψ̄ j n*1 0 = −∆ i1 j n+1 T ψ i n*1 ψ̄ j1 ψ i2 ψ̄ j2 . . . ψ i n ψ̄ j n 0 − n−1 ∑︁ γ=2 ⟨︀ [︀(︀ )︀ (︀ )︀ (︀ )︀ (︀ )︀ (︀ )︀]︀⟩︀ ∆ iγ j n+1 T ψ i1 ψ̄ j1 . . . ψ iγ−1 ψ̄ jγ−1 ψ i n+1 ψ̄ jγ ψ iγ+1 ψ̄ jγ+1 . . . ψ i n ψ̄ j n 0 ⟨︀ [︀(︀ )︀ (︀ )︀]︀⟩︀ ⟨︀ [︀(︀ )︀ (︀ )︀ (︀ )︀]︀⟩︀ − ∆ i n j n+1 T ψ i1 ψ̄ j1 . . . ψ i n−1 ψ̄ j n−1 ψ i n+1 ψ̄ j n 0 + ∆ i n+1 j n+1 T ψ i1 ψ̄ j1 . . . ψ i n ψ̄ j n 0 . Unauthenticated Download Date | 7/12/17 11:08 PM Another formulation of the Wick’s theorem | 171 Taking into account (3) we obtain ⃒ ⃒ ∆ ⃒ i n+1 j1 ∆ i n+1 j2 · · · ⃒ ∆ i2 j2 ··· ⃒ ∆ i2 j1 ⟨︀ [︀(︀ )︀ (︀ )︀ (︀ )︀]︀⟩︀ T ψ i1 ψ̄ j1 ψ i2 ψ̄ j2 . . . ψ i n*1 ψ̄ j n*1 0 = −∆ i1 j n+1 ⃒⃒ . .. .. . . ⃒ . . ⃒ ⃒ ∆i j ∆ i n j2 ··· n 1 ⃒ ⃒ ⃒ ⃒ ∆ ⃒ ⃒ ∆ i1 j2 · · · ∆ i1 j n ⃒ ∆ i1 j2 ⃒ i1 j1 ⃒ ∆ i1 j1 ⃒ ⃒ ⃒ . .. ⃒ ∆ i n+1 j1 ∆ i n+1 j2 · · · ∆ i n+1 j n ⃒ ⃒ .. . ⃒ − . . . − ∆i j ⃒ −∆ i2 j n+1 ⃒⃒ . . . n n+1 ⃒ . ⃒ . . . . . ⃒ . ⃒ ⃒ ∆ i n−1 j1 ∆ i n−1 j2 . . ⃒ ⃒ ⃒ ⃒ ∆i j ⃒ ⃒ ∆i j ∆ · · · ∆ ∆ i n+1 j2 i j i j n 1 n 2 n n n+1 1 ⃒ ⃒ ⃒ ∆ ⃒ ⃒ i1 j1 ∆ i1 j2 · · · ∆ i1 j n ⃒ ⃒ ⃒ ⃒ ∆ i2 j1 ∆ i2 j2 · · · ∆ i2 j n ⃒ ⃒ ⃒ . +∆ i n+1 j n+1 ⃒ . .. . .. ⃒ . .. ⃒ .. ⃒ . ⃒ ⃒ ⃒ ∆i j ∆i j · · · ∆i j ⃒ n 1 n 2 ∆ i n+1 j n ∆ i2 j n .. . ∆ in jn ··· .. . ··· ··· ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ∆ i1 j n ... ∆ i n−1 j n ∆ i n+1 j n ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ (5) n n Rearranging the rows in the determinants in (5) it is easy to see that the right hand side is the expansion of the ⃒ ⃒ ⃒ ∆ ∆ i1 j2 · · · ∆ i1 j n+1 ⃒⃒ ⃒ i1 j1 ⃒ (︁ )︁ ⃒⃒ ∆ i2 j1 ∆ i2 j2 · · · ∆ i2 j n+1 ⃒ ⃒ (α, β = 1, 2, . . . , n + 1) det ∆ i α j β = ⃒⃒ . . . .. ⃒ .. . .. ⃒ .. ⃒ ⃒ ⃒ ⃒ ∆i j ∆ i n+1 j2 · · · ∆ i n+1 j n+1 ⃒ n+1 1 along the last column [9]. The validity of (3) for n = 1 follows from the definition ∆ i α j β in (4). Note that this result does not depend on the way how we divide the operators on the left hand side of (3) into pairs ψ i α ψ̄ j β . Indeed, if on the left hand side of (3) we permute, for example, ψ̄ j β and ψ̄ jγ (β ≠ γ), it changes its sign. The same happens on the right hand side of (3) since this change leads to the permutation of two columns in the determinant, and it also changes its sign. Similarly, in the case of a permutation of ψ i α and ψ i δ (α ≠ δ). Obviously, when the whole pair ψ i α ψ̄ j β is transposed, the left and right hand sides of (3) do not change. The above theorem has an important consequence. In fact, it establishes a perfect coincidence between the vacuum expectation values of the chronological products of n pairs of field operators and the n–order determinant. If to present this determinant as the sum of the elements and cofactors of one any row or column, and thereafter to use again the indicated coincidence for the (n − 1)–order determinants included in each summand, we will return to the generalized Wick’s theorem. Alternatively, we can select in the our n–order determinant arbitrary m rows or columns (1 < m < n) and use the Generalized Laplace’s Expansion [9] for its presentation as the sum of the products of all m–rowed minors using these rows (or columns) and their algebraic complements. Then, taking into account our theorem, we obtain a representation of the vacuum expectation values of the chronological products of n pairs of field operators as the sum of the products of vacuum expectation values of the chronological products of m pairs of operators and vacuum expectation values of the chronological products of n −m pairs. The number of terms in this sum is equal to n!/m! (n − m)!. This decomposition can be useful for the summation of blocks of diagrams. Obviously, the formula similar to (3) can be obtained and in the case of Bose fields )︁ (︁ )︁]︁⟩ (︁ )︁ )︁ (︁ ⟨ [︁(︁ (−) (−) (−) = perm ∆ i α j β , (6) φ(+) . . . φ(+) T φ(+) in φ jn i2 φ j2 i1 φ j1 0 where ⟨ (︁ )︁⟩ ¯ i α j = φ(+) φ(−) = T φ(+) φ(−) ∆ β iα jβ iα jβ 0 (α, β = 1, 2, . . . , n) . (7) In quantum statistics the n–body thermal, or imaginary-time, Green’s functions in the Grand Canonical Ensemble are defined as the thermal trace of a time-ordered product of the fields operators in the imaginarytime Heisenberg representation [5–7]. To calculate them in each order of perturbation theory, Wick’s theorem Unauthenticated Download Date | 7/12/17 11:08 PM 172 | Igor V. Beloussov is also used. Obviously, in this case, the theorem also may be formulated in the form (3) and (6) convenient for practical calculation. 3 Simple examples In order to demonstrate the usability of the proposed formulation of Wick’s theorem, we find the first-order correction to the one- and two-particle thermal Green’s functions for the Fermi system described in the interaction representation by the Hamiltonian ∫︁ 1 H int (τ) = dr1 dr2 ψ̄ α (r1 , τ)ψ̄ β (r2 , τ) U (r1 − r2 ) ψ β (r2 , τ) ψ α (r1 , τ) 2 that contains the product of the field operators ψ α (r1 , τ) and ψ̄ α (r1 , τ) in this representation (parameter α indicates the spin projections, τ is the imaginary-time). The one-particle Green’s function can be represented as [5, 6] ⟨︀ [︀ ]︀⟩︀ T τ ψ (x1 ) ψ̄ (x2 ) S 0 GI ( x 1 , x 2 ) = − , ⟨S⟩0 where ⟨. . .⟩0 is the symbol for the Gibbs average over the states of a system of noninteracting particles, x ≡ (r, τ, α) and ⎧ τ ⎫ ⎨ ∫︁ (︁ )︁ ⎬ ′ ′ S (τ) = T τ exp − dτ H int τ . ⎩ ⎭ 0 We obtain ∫︁ 1 GI (x1 , x2 ) = − T τ ψ (x1 ) ψ̄ (x2 ) 0 + dz1 dz2 V (z1 − z2 ) 2⟨S⟩0 ⟨︀ [︀(︀ )︀ (︀ )︀ (︀ )︀]︀⟩︀ × T τ ψ (x1 ) ψ̄ (x2 ) ψ (z1 ) ψ̄ (z1 ) ψ (z2 ) ψ̄ (z2 ) 0 ∫︁ 1 dz1 dz2 V (z1 − z2 ) = − ∆ (x1 , x2 ) + 2⟨S⟩0 ⃒ ⃒ ⃒ ∆ ( x , x ) ∆ ( x , z ) ∆ ( x , z )⃒ 1 2 1 1 1 2 ⃒ ⃒ ⃒ ⃒ × ⃒ ∆ (z1 , x2 ) ∆ (z1 , z1 ) ∆ (z1 , z2 )⃒ , ⃒ ⃒ ⃒ ∆ (z2 , x2 ) ∆ (z2 , z1 ) ∆ (z2 , z2 )⃒ ⟨︀ [︀ ]︀⟩︀ (8) where V (x1 − x2 ) = U (r1 − r2 ) δ (τ1 − τ2 ). We can immediately take into account the reduction of the disconnected diagrams, if we assume in (8) ⟨S⟩0 = 1 and ∆ (x1 , x2 ) = 0 [6]. Then, ∫︁ 1 GI (x1 , x2 ) = −∆ (x1 , x2 ) + dz1 dz2 V (z1 − z2 ) 2⟨S⟩0 ⃒]︃ ⃒ ⃒ ⃒ [︃ ⃒∆ z , x ⃒ ⃒∆ z , x ⃒ ⃒ ( 1 2 ) ∆ (z1 , z2 )⃒ ⃒ ( 1 2 ) ∆ ( z 1 , z 1 )⃒ × ∆ (x1 , z2 ) ⃒ ⃒ − ∆ (x1 , z1 ) ⃒ ⃒ ⃒ ∆ ( z 2 , x 2 ) ∆ ( z 2 , z 1 )⃒ ⃒∆ (z2 , x2 ) ∆ (z2 , z2 )⃒ ∫︁ = −∆ (x1 , x2 ) + dz1 dz2 ∆ (x1 , z1 ) V (z1 − z2 ) ∆ (z1 , z2 ) ∆ (z2 , x2 ) ∫︁ − dz1 dz2 ∆ (x1 , z1 ) V (z1 − z2 ) ∆ (z2 , z2 ) ∆ (z1 , x2 ) . Taking into account G(0) (x1 , x2 ) = −∆ (x1 , x2 ) we obtain finally ∫︁ GI (x1 , x2 ) = G(0) (x1 , x2 ) + dz1 dz2 G(0) (x1 , z1 ) Σ (1) (z1 , z2 )2 G(0) (z2 , x2 ) , Σ (1) (z1 , z2 ) = −V (z1 − z2 ) G(0) (z1 , z2 ) + δ (z1 − z2 ) ∫︁ dzV (z1 − z) G(0) (z, z) . Unauthenticated Download Date | 7/12/17 11:08 PM Another formulation of the Wick’s theorem | 173 Similarly, for the two-particle Green’s function ⟨︀ [︀ ]︀⟩︀ T τ ψ (x1 ) ψ (x2 ) ψ̄ (x3 ) ψ̄ (x4 ) S 0 GII (x1 , x2 , x3 , x4 ) = − , ⟨S⟩0 we have ⟨︀ [︀(︀ )︀ (︀ )︀]︀⟩︀ GII (x1 , x2 , x3 , x4 ) = T ψ (x1 ) ψ̄ (x3 ) ψ (x2 ) ψ̄ (x4 ) 0 − ⃒ ⃒ ∆ x ,x ⃒ ( 1 3) =⃒ ⃒ ∆ (x2 , x3 ) − ∫︁ 1 2⟨S⟩0 ∫︁ dz1 dz2 V (z1 − z2 ) ⟨︀ [︀(︀ )︀ (︀ )︀ (︀ )︀ (︀ )︀]︀⟩︀ × T ψ (x1 ) ψ̄ (x3 ) ψ (x2 ) ψ̄ (x4 ) ψ (z1 ) ψ̄ (z1 ) ψ (z2 ) ψ̄ (z2 ) 0 ⃒ ⃒ 0 0 ∆ (x1 , z1 ) ⃒ ⃒ ∫︁ ⃒ 0 ⃒ 0 ∆ (x2 , z1 ) ∆ (x1 , x4 ) ⃒ 1 ⃒ dz1 dz2 V (z1 − z2 ) ⃒ ⃒− ⃒ ∆ (z1 , x3 ) ∆ (z1 , x4 ) ∆ (z1 , z1 ) ∆ (x2 , x4 ) ⃒ 2 ⃒ ⃒ ∆ (z2 , z3 ) ∆ (z2 , x4 ) ∆ (z2 , z1 ) ∆ (x1 , z2 ) ∆ (x2 , z2 ) ∆ (z1 , z2 ) ∆ (z2 , z2 ) ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ ⃒ = G(0) (x1 , x3 ) G(0) (x2 , x4 ) − G(0) (x1 , x4 ) G(0) (x2 , x3 ) [︁ ]︁ dz1 dz2 G(0) (x1 , z1 ) G(0) (x2 , z2 ) V (z1 − z2 ) G(0) (z1 , x3 ) G(0) (z2 , x4 ) − G(0) (z1 , x4 ) G(0) (z2 , x3 ) . 4 Conclusions Representations (3) and (6) not only greatly simplify all calculations, but also allow one to perform them using a computer with programs of symbolic mathematics. Development of the methods of symbolic algebra for computing in higher-orders of many-body perturbation theory has been realized for several decades. The SCHOONSCHIP program [10, 11] and other symbolic packages (FEYNCALC [12], HIP [13], REDUCE [14], FORM [15], XLOOPS [16], SNEG [17], etc.) are employed for evaluating Feynman diagrams in quantum electrodynamics and high-energy physics. Similar investigations are under way in quantum chemistry [18] (see also [19] and references therein). The starting point of symbolic computations is the Wick’s theorem (see, e.g., discussion in [20]). However, there is an alternative approach based on the symbolic replacement rules that are suitable to be used in symbolic algebra [21, 22]. Some of these programs are designed for a narrow range of specific tasks; however, they provide algorithms appropriate for their possible use in other areas. Moreover, they require a certain specific software with mastering add-on packages. Calculations using representations (3) and (6) and subsequent simplifications are possible using standard packages of well-known computing systems such as Mathematica [23], Maple [24], Mathcad [25] and so on. References [1] [2] [3] [4] [5] [6] S. Weinberg, The Quantum Theory of Fields: V. 1, Foundations, Cambridge University Press, Cambridge, 1995. S. S. Schweber, An Introduction to Relativistic Quantum Field Theory, John Weatherhill, Tokyo, 1961. M. E. Peskin, D. V. Schroeder, Introduction to Quantum Field Theory, Addison-Wesley, Redwood City, 1995. N. N. Bogoliubov, D. V. Shirkov, Introduction to the Theory of Quantized Fields, John Willey & Sons, New York, 1980. J. W. Negele, H. Orland, Quantum Many-Particle Systems, Westview Press, 1998. A. A. Abrikosov, L. P. Gor‘kov, I. E. Dzyaloshinski, Methods of Quantum Field Theory in Statistical Physics, Dover Publications, Inc., New York, 1963. [7] A. L. Fetter, J. D. Walecka, Quantum Theory of Many-Particle Systems, McGraw-Hill, New York, 1971. [8] A. Szabo, N. S. Ostlund, Modern Quantum Chemistry, Macmillan, New York, 1982. [9] G. A. Korn, T. M. Korn, Mathematical Handbook for Scientists and Engineers, McGraw-Hill Book Co., New York, 1961. [10] M. Veltman, D. N. Williams, “Schoonschip ’91”, hep-ph/9306228. [11] H. Strubbe, Manual for SCHOONSCHIP a CDC 6000/7000 program for symbolic evaluation of algebraic expressions, Comput. Phys. Commun. 8 (1974) 1–30. Unauthenticated Download Date | 7/12/17 11:08 PM 174 | Igor V. Beloussov [12] The feyncalc home page, entry point to information about feyncalc and related programs for high energy physics. URL http://feyncalc.org/ [13] A. Hsieh, HIP: Symbolic High-Energy Physics Calculations, Computers in Physics, 6 (1992) 253–261. [14] A. C. Hearn, REDUCE User’s Manual, Version 3.8, Santa Monica, CA, USA, 2004. [15] J. A. M. Vermaseren, Symbolic Manipulation with FORM, Computer Algebra Nehterlands, Amsterdam, 1991. [16] L. Brücher, J. Franzkowski, D. Kreimer, xloops — automated Feynman diagram calculation, Comput. Phys. Commun. 115 (1998) 140–160. [17] R. Z̆itko, SNEG – Mathematica package for symbolic calculations with second-quantization-operator expressions, Comput. Phys. Commun. 182 (2011) 2259–2264. [18] C. L. Janssen, H. F. Schaefer. III, The automated solution of second quantization equations with applications to the coupled cluster approach, Theor. Chim. Acta. 79 (1991) 1–42. [19] S. Hirata, Tensor contraction engine: abstraction and automated parallel implementation of configuration-interaction, coupled-cluster, and many-body perturbation theories, J. Phys. Chem. A 107 (2003) 9887–9897. [20] I. Lindgren, J. Morrison, Atomic Many–Body Theory, 2nd ed., Springer–Verlag, Berlin, 1986. [21] A. Derevianko, Post-Wick theorems for symbolic manipulation of second-quantized expressions in atomic many-body perturbation theory, J. Phys. B: At. Mol. Opt. Phys. 43 (2010) 074001. [22] A. Derevianko, Post-wick theorems for symbolic manipulation of second-quantized expressions in atomic many-body perturbation theory, arXiv 0910.3613v1. [23] S. Wolfram, The Mathematica Book, 5th ed., Wolfram Media, Champaign, USA, 2003. [24] Maple 15 Programming Guide, Maplesoft, 2011. URL http://www.maplesoft.com/documentation_center/ [25] S. Wieder, Introduction to Mathcad for Scientists and Engineers, Mcgraw-Hill College, 1992. Unauthenticated Download Date | 7/12/17 11:08 PM
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