ACM Transactions on Mathematical Software · 2003 · 370 citations · 11 references
ComputingComputer ScienceMathematicsAlgorithmsComputational GeometryComputational PhysicsApproximation AlgorithmsGeometric ApproximationNumerical AlgorithmsNumerical IntegrationHigh-dimensional IntegrationHigh-order Polynomial Approximation
An algorithm to generate Sobol' sequences to approximate integrals in up to 40 dimensions has been previously given by Bratley and Fox in Algorithm 659. Here, we provide more primitive polynomials and "direction numbers" so as to allow the generation of Sobol' sequences to approximate integrals in up to 1111 dimensions. The direction numbers given generate Sobol' sequences that satisfy Sobol's so-called Property A.
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Paul Bratley, Bennett L. Fox · ACM Transactions on Mathematical Software · 1988 · 853 citations · Full text