Lattice Rules: Numerical Integration, Approximation, and Discrepancy

by Josef Dick, Peter Kritzer, Friedrich Pillichshammer

Lattice rules are a powerful and popular form of quasi-Monte Carlo rules based on multidimensional integration lattices. This book provides a comprehensive treatment of the subject with detailed explanations of the basic concepts and the current methods used in research. This comprises, for example, error analysis in reproducing kernel Hilbert spaces, fast component-by-component constructions, the curse of dimensionality and tractability, weighted integration and approximation problems, and applications of lattice rules.

596 pages, Hardcover

Published July 24, 2022