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Construction algorithms for higher order polynomial lattice rules. (English) Zbl 1218.65003
Summary: Higher order polynomial lattice point sets are special types of digital higher order nets which are known to achieve almost optimal convergence rates when used in a quasi-Monte Carlo algorithm to approximate high-dimensional integrals over the unit cube. The existence of higher order polynomial lattice point sets of “good” quality has recently been established, but their construction was not addressed.
We use a component-by-component approach to construct higher order polynomial lattice rules achieving optimal convergence rates for functions of arbitrarily high smoothness and at the same time-under certain conditions on the weights-(strong) polynomial tractability. Combining this approach with a sieve-type algorithm yields higher order polynomial lattice rules adjusting themselves to the smoothness of the integrand up to a certain given degree. Higher order Korobov polynomial lattice rules achieve analogous results.

MSC:
 65D30 Numerical integration 11K45 Pseudo-random numbers; Monte Carlo methods 65C05 Monte Carlo methods
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References:
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