Approximating a wavefunction as an unconstrained sum of Slater determinants
J. Math. Phys. 49, 032107 (2008); doi:10.1063/1.2873123
Published 14 March 2008
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The wavefunction for the multiparticle Schrödinger equation is a function of many variables and satisfies an antisymmetry condition, so it is natural to approximate it as a sum of Slater determinants. Many current methods do so, but they impose additional structural constraints on the determinants, such as orthogonality between orbitals or an excitation pattern. We present a method without any such constraints, by which we hope to obtain much more efficient expansions and insight into the inherent structure of the wavefunction. We use an integral formulation of the problem, a Green's function iteration, and a fitting procedure based on the computational paradigm of separated representations. The core procedure is the construction and solution of a matrix-integral system derived from antisymmetric inner products involving the potential operators. We show how to construct and solve this system with computational complexity competitive with current methods.
©2008 American Institute of Physics
| History: | Received 25 July 2007; accepted 25 January 2008; published 14 March 2008 |
| Permalink: |
http://link.aip.org/link/?JMAPAQ/49/032107/1 |
KEYWORDS and PACS
approximation theory,
Green's function methods,
integral equations,
iterative methods,
matrix algebra,
Schrodinger equation,
wave functions
- 03.65.Ge
Solutions of wave equations: bound states in quantum mechanics - 03.65.Db
Functional analytical methods in quantum mechanics - 03.65.Fd
Algebraic methods in quantum mechanics - 02.60.-x
Numerical approximation and analysis - 02.30.Mv
Approximations and expansions - 02.30.Rz
Integral equations - 02.10.Yn
Matrix theory - YEAR: 2008
RELATED DATABASES
PUBLICATION DATA
0022-2488 (print)
1089-7658 (online)
REFERENCES (61)
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- Agmon, S., Schrödinger operators (Como, 1984), Lecture Notes in Mathematics, Vol. 1159 (Springer, Berlin, 1985), pp. 1–38.
- Agren, H., Flores-Riveros, A., and Jensen, H. J. Aa, “Evaluation of first- and second-order nonadiabatic coupling elements from large multiconfigurational self-consistent-field wave functions,” Phys. Rev. A 34, 4606 (1986).
- Ayala, P. Y. and Schlegel, H. B., “A nonorthogonal CI treatment of symmetry breaking in sigma formyloxyl radical,” J. Chem. Phys. 108, 7560 (1998).
- Baksalary, J. K., Baksalary, O. M., and Trenkler, G., “A revisitation of fomulae for the Moore-Penrose inverse of modified matrices,”
Linear Algebr. Appl. 372, 207 (2003) . - Beylkin, G., Cheruvu, V., and Pérez, F., “Fast adaptive algorithms in the non-standard form for multidimensional problems,” Appl. Comput. Harmon. Anal. (in press).
- Beylkin, G. and Mohlenkamp, M. J., “Algorithms for numerical analysis in high dimensions,”
SIAM J. Sci. Comput. (USA) 26, 2133 (2005) . - Beylkin, G. and Mohlenkamp, M. J., “Numerical operator calculus in higher dimensions,”
Proc. Natl. Acad. Sci. U.S.A. 99, 10246 (2002) . - Beylkin, G. and Monzón, L., “On approximation of functions by exponential sums,”
Appl. Comput. Harmon. Anal. 19, 17 (2005) . - Braess, D., “Asymptotics for the approximation of wave functions by exponential sums,”
J. Approx. Theory 83, 93 (1995) . - Braess, D. and Hackbusch, W., “Approximation of 1/x by exponential sums in [1,
),”
IMA J. Numer. Anal. 25, 685 (2005) . - Bro, R., Chemometrics Intelligence Laboratory System, Special Issue of Second Internet Conference in Chemometrics (INCINC'96) (unpublished), Vol. 38, pp. 149–171.
- Cancès, E., Defranceschi, M., Kutzelnigg, W., Le Bris, C., and Maday, Y., Handbook of Numerical Analysis (North-Holland, Amsterdam, 2003), Vol. X, pp. 3–270.
- Chen, B. and Anderson, J. R., “A simplified released-node quantum Monte Carlo calculation of the ground state of LiH,” J. Chem. Phys. 102, 4491 (1995).
- Condon, E. U. and Shortley, G. H., The Theory of Atomic Spectra (Cambridge University Press, Cambridge, 1967).
- De Lathauwer, L., De Moor, B., and Vandewalle, J., “On the best rank-1 and rank-(R1,R2,…,RN) approximation of higher-order tensors,”
SIAM J. Matrix Anal. Appl. 21, 1324 (2000) . - de Silva, V. and Lim, L.-H., “Tensor rank and the ill-posedness of the best low-rank approximation problem,” Tensor Decompositions and Applications, special Issue of SIAM J. Matrix Anal. Appl. (to be published).
- Dijkstra, F. and Van Lenthe, J. H., “Gradients in valence bond theory,” J. Chem. Phys. 113, 2100 (2000).
- Dijkstra, F. and Van Lenthe, J. H., “On the rapid evaluation of cofactors in the calculation of nonorthogonal matrix elements,”
Int. J. Quantum Chem. 67, 77 (1998) . - Ethridge, F. and Greengard, L., “A new fast-multipole accelerated Poisson solver in two dimensions,”
SIAM J. Sci. Comput. (USA) 23, 741 (2001) . - Fink, R. and Staemmler, V., “A multi-configuration reference CEPA method based on pair natural orbitals,”
Theor. Chim. Acta 87, 129 (1993) . - Gilbert, P., “The reconstruction of a three-dimensional structure from projections and its applications to electron microscopy II. Direct methods,” Proc. R. Soc. London, Ser. B 182, 89 (1972).
- Gilbert, T. L., “Multiconfiguration self-consistent-field theory for localized orbitals. I. The orbital equations,” Phys. Rev. A 6, 580 (1972).
- Golub, G. and Van Loan, C., Matrix Computations (Johns Hopkins University Press, Baltimore, 1996).
- Hackbusch, W., “Entwicklungen nach exponentialsummen,” Max-Planck-Institut für Mathematik in den Naturwissenschaften, 2005 Technical Report No. 4 (see also http://www.mis. mpg.de/scicomp/EX
SUM/).
- Hackbusch, W. and Khoromskij, B. N., “Low-rank Kronecker-product approximation to multi-dimensional nonlocal operators. I. Separable approximation of multi-variate functions,”
Computing 76, 177 (2006) . - Hackbusch, W. and Khoromskij, B. N., “Low-rank Kronecker-product approximation to multi-dimensional nonlocal operators. II. HKT representation of certain operators,”
Computing 76 203 (2006) . - Handbook of Numerical Analysis. Vol. X, edited by C. Le Bris (North-Holland, Amsterdam, 2003) (special volume on computational chemistry).
- Harrison, R. J., Fann, G. I., Yanai, T., and Beylkin, G.,
Lect. Notes Comput. Sci. 2660, 103 (2003) . - Harrison, R. J., Fann, G. I., Yanai, T., Gan, Z., and Beylkin, G., “Multiresolution quantum chemistry: Basic theory and initial applications,” J. Chem. Phys. 121, 11587 (2004).
- Harshman, R. A., UCLA Working Papers in Phonetics No. 16, 1970 (http://publish.uwo.ca/~harshman/wpppfac0.pdf).
- Helgaker, T. and Taylor, P. R., Modern Electronic Structure Theory (World Scientific, Singapore, 1995).
- Hrycak, T. and Rokhlin, V., “An improved fast multipole algorithm for potential fields,”
SIAM J. Sci. Comput. (USA) 19, 1804 (1998) . - Kalos, M. H., “Monte Carlo calculations of the ground state of three- and four-body nuclei,” Phys. Rev. 128, 1791 (1962).
- Kalos, M. H., “Monte Carlo integration of the Schrödinger equation,” Trans. N. Y Acad. Sci. 26, 497 (1963).
- Kato, T., “Fundamental properties of Hamiltonian operators of Schrödinger type,”
Trans. Am. Math. Soc. 70, 195 (1951) . - Klopper, W., Modern Methods and Algorithms of Quantum Chemistry, NIC Series Vol. 1, edited by J. Grotendorst (John von Neumann Institute for Computing, Jülich, 2000), pp. 153–201.
- Klopper, W. and Samson, C. C. M., “Explicitly correlated second-order Møller Plesset methods with auxiliary basis sets,” J. Chem. Phys. 116, 6397 (2002).
- Kroonenberg, P. M. and de Leeuw, J., “Principal component analysis of three-mode data by means of alternating least squares algorithms,” Psychometrika 45, 69 (1980).
- Leurgans, S. E., Moyeed, R. A., and Silverman, B. W., “Canonical correlation analysis when the data are curves,” J. R. Stat. Soc. Ser. B (Methodol.) 55, 725 (1993).
- Lindh, R., Olsen, J., and Roos, B. O., “Low-rank configuration interaction with orbital optimization—the LR SCF approach,”
Chem. Phys. Lett. 148, 276 (1988) . - Löwdin, P.-O., “Quantum theory of many-particle systems. I. Physical interpretations by means of density matrices, natural spin-orbitals, and convergence problems in the method of configuration interaction,”
Phys. Rev. 97, 1474 (1955) . - Lüchow, A. and Fink, R., “On the systematic improvement of fixed-node diffusion quantum Monte Carlo energies using natural orbital CI guide functions,” J. Chem. Phys. 113, 8457 (2000).
- Meyer, Jr., C. D., “Generalized inversion of modified matrices,”
SIAM J. Appl. Math. 24, 315 (1973) . - Mohlenkamp, M. J. and Monzón, L., “Trigonometric identities and sums of separable functions,”
Math. Intell. 27, 65 (2005) . - Mohlenkamp, M. J. and Young, T., in Recent Advances in Computational Science: Selected Papers from the International Workshop on Computational Sciences and Its Education, edited by P. Jorgensen, X. Shen, C.-W. Shu, and N. Yan (World Scientific, Singapore, 2007).
- Muir, T., A Treatise on the Theory of Determinants (privately published, Albany, 1930), revised and enlarged by W. H. Metzler.
- Noga, J., Kutzelnigg, W., and Klopper, W., “CC-R12, a correlation cusp corrected coupled-cluster method with a pilot application to the Be2 potential curve,”
Chem. Phys. Lett. 199, 497 (1992) . - Olsen, J., Malmquist, P.-A., Roos, B. O., Lindh, R., and Widmark, P.-O., “A non-linear approach to configuration interaction: The low-rank CI method (LR CI),”
Chem. Phys. Lett. 133, 91 (1987) . - Pauncz, R., The Symmetric Group in Quantum Chemistry (CRC, Boca Raton, FL, 1995).
- Persson, B. J. and Taylor, P. T., “Accurate quantum-chemical calculations: The use of Gaussian-type geminal functions in the treatment of electron correlation,” J. Chem. Phys. 105, 5915 (1996).
- Persson, B. J. and Taylor, P. R., “Molecular integrals over Gaussian-type geminal basis functions,”
Theor. Chem. Acc. 97, 240 (1997) . - Prasolov, V. V., Problems and Theorems in Linear Algebra, Translations of Mathematical Monographs Vol. 134 (American Mathematical Society, Providence, RI, 1994).
- Reed, M., and Simon, B., Methods of Modern Mathematical Physics. II. Fourier Analysis, Self-adjointness (Academic, New York, 1975).
- Reed, M. and Simon, B., Methods of Modern Mathematical Physics. IV. Analysis of Operators (Academic, New York, 1978).
- Rellich, F., “Störungstheorie der Spektralzerlegung. V.,”
Math. Ann. 118, 462 (1942) . - Rudin, S. P., “Configuration interaction with non-orthogonal Slater determinants applied to the hubbard model, atoms, and small molecules,” Ph.D. thesis, The Ohio State University, 1997.
- Rychlewski, J., Cencek, W., and Komasa, J., “The equivalence of explicitly correlated slater and gaussian functions in variational quantum chemistry computations: The ground state of H2,”
Chem. Phys. Lett. 229, 657 (1994) . - Sherrill, C. D. and Schaefer, III, H. F., “The configuration interaction method: Advances in highly correlated approaches,” Adv. Quantum Chem. 127, 143 (1999).
- Smilde, A., Bro, R., and Geladi, P., Multi-Way Analysis. Applications in the Chemical Sciences (Wiley, New York, 2004).
- Yarvin, N. and Rokhlin, V., “Generalized Gaussian quadratures and singular value decompositions of integral operators,”
SIAM J. Sci. Comput. (USA) 20, 699 (1999) . - Zanghellini, J., “Multi-electron dynamics in the ionization of molecules by strong laser pulses,” Ph.D. thesis, Vienna University of Technology, 2004.







