Abstract
We investigate quasi-Monte Carlo integration for functions on thes-dimensional unit cube having point singularities. Error bounds are proved and the theoretical results are verified by computations using Halton, Sobol’ and Niederreiter sequences.
Similar content being viewed by others
References
Bratley, P., Fox, B. L.: Algorithm 659: Implementing Sobol’s quasi-random sequence generator. ACM Trans. Math. Software14, 88–100 (1988).
Bratley, P., Fox, B. L., Niederreiter, H.: Implementation and tests of low-discrepancy sequences. ACM Trans. Mod. Comp. Sim.2, 195–213 (1992).
Driver, K. A., Lubinsky, D. S., Petruska, G., Sarnak, P.: Irregular distribution of {n β},n = 1, 2, 3, …, quadrature of singular integrands, and curious hypergeometric series. Indag. Mathem., N.S.2, 469–481 (1991).
Halton, J. H.: On the efficiency of certain quasi-random sequences of points in evaluating multi-dimensional integrals. Numer. Math.2, 84–90 (1960).
Kuipers, L., Niederreiter, H.: Uniform distribution of sequences. New York: Wiley, 1974.
Lubinsky, D. S., Rabinowitz, P.: Rates of convergence of Gaussian quadrature for singular integrands. Math. Comp.43, 219–242 (1987).
Niederreiter, H.: Quasi-Monte Carlo methods and pseudo-random numbers. Bull. Am. Math. Soc.84, 957–1041 (1978).
Niederreiter, H.: Low-discrepancy and low-dispersion sequences. J. Number Theor.30, 51–70 (1988).
Niederreiter, H.: Random number generation and quasi-Monte Carlo methods. CBMS-NSF Regional Conference Series in Applied Mathematics, Vol. 63. Philadelphia: SIAM, 1992.
Radović, I., Sobol’, I. M., Tichy, R. F.: Quasi-Monte Carlo methods for numerical integration — a comparison of different low-discrepancy sequences. Monte Carlo Methods Appl.2, 1–14 (1996).
Sobol’, I. M.: The distribution of points in a cube and the approximate evaluation of integrals. USSR Comput. Math. Phys.7, 86–112 (1967).
Sobol’, I. M.: Calculation of improper integrals using uniformly distributed sequences. Soviet Math. Dokl.14, 734–738 (1973).
Sobol’, I. M.: On the use of low-discrepancy sequences for the approximate computation of improper integrals. In: Theory of cubature formulas and applications to certain problems in mathematical physics (Sobolev, S. L. ed.), pp. 62–66 (in Russian). Novosibirsk: Nauka, 1973.
Author information
Authors and Affiliations
Additional information
Supported by the Austrian Science Foundation (Project 10223-PHY).
Rights and permissions
About this article
Cite this article
Klinger, B. Numerical integration of singular integrands using low-discrepancy sequences. Computing 59, 223–236 (1997). https://doi.org/10.1007/BF02684442
Received:
Revised:
Issue Date:
DOI: https://doi.org/10.1007/BF02684442