Provides an interface to the LatNet Builder software to search for good quasi-Monte Carlo point sets and sequences defined as integration lattices, polynomial lattices, and digital nets and sequences. More...
Packages | |
| package | weights |
| This package implements weights that can be used in the search of good quasi-Monte Carlo Point sets with search tools such as LatNet Builder. | |
Classes | |
| class | DigitalNetSearch |
| Class for the search of good digital nets using LatNet Builder. More... | |
| class | OrdinaryLatticeSearch |
| Class for the search of good rank-1 ordinary lattice rules using LatNet Builder. More... | |
| class | PolynomialLatticeSearch |
| Class for the search of good polynomial lattice rules using LatNet Builder. More... | |
| class | Search |
| Abstract class for the search of highly uniform point sets with LatNet Builder. More... | |
Provides an interface to the LatNet Builder software to search for good quasi-Monte Carlo point sets and sequences defined as integration lattices, polynomial lattices, and digital nets and sequences.
This package provides an interface to the LatNet Builder software to search for good parameters for quasi-Monte Carlo point sets and sequences (or HUPS) of various types (lattices, polynomial lattices, digital nets, etc.) for arbitrary dimension and cardinality, various uniformity criteria, etc. See [123], [124], [141], and https://github.com/umontreal-simul/latnetbuilder for more details on LatNet Builder and its ancestor Lattice Builder.
Important: For this package to work, LatNet Builder must be installed and the path to it must be set correctly inside the class Search. Note that LatNet Builder does not run directly under Windows, but only under Linux or in Windows in a virtual machine; see the LatNet Builder documentation.