HALTON_DATASET is a MATLAB program which creates a Halton sequence dataset.
The program is interactive, and allows the user to choose the parameters that define the sequence.
The NDIM-dimensional Halton sequence is really NDIM separate sequences, each generated by a particular base.
The program applies the user's data to select elements of a "leaped" subsequence of the Halton sequence. The subsequence elements are indexed by a quantity called STEP, which starts at 0. The STEP-th subsequence element is simply the Halton sequence element with index
SEED(1:NDIM) + STEP * LEAP(1:NDIM).
The data that the user may set include:
Once these parameters are set, the program generates the data, and writes it to a file. The user may then specify another set of data, or terminate the program.
The computer code and data files described and made available on this web page are distributed under the GNU LGPL license.
HALTON_DATASET is available in a C++ version and a FORTRAN90 version and a MATLAB version.
FAURE_DATASET, a MATLAB program which creates a Faure quasirandom dataset;
GRID_DATASET, a MATLAB program which creates a grid sequence and writes it to a file.
HALTON, a MATLAB library which contains many routines needed in order to run HALTON_DATASET.
HALTON, a dataset directory which contains sample datasets created by HALTON_DATASET.
LATIN_CENTER_DATASET, a MATLAB program which creates a Latin Center Hypercube dataset;
LATIN_EDGE_DATASET, a MATLAB program which creates a Latin Edge Hypercube dataset;
LATIN_RANDOM_DATASET, a MATLAB program which creates a Latin Random Hypercube dataset;
NIEDERREITER2_DATASET, a MATLAB program which creates a Niederreiter quasirandom dataset with base 2;
NORMAL_DATASET, a MATLAB program which generates a dataset of multivariate normal pseudorandom values and writes them to a file.
SOBOL_DATASET, a MATLAB program which computes a Sobol quasirandom sequence and writes it to a file.
UNIFORM_DATASET, a MATLAB program which generates a dataset of uniform pseudorandom values and writes them to a file.
VAN_DER_CORPUT_DATASET, a MATLAB program which creates a van der Corput quasirandom sequence and writes it to a file.
You can go up one level to the MATLAB source codes.