LATIN_RANDOM_DATASET is a MATLAB library which creates a Latin Random Square dataset.
A Latin square, in M dimensional space, with N points, can be thought of as being constructed by dividing each of the M coordinate dimensions into N equal intervals. The I-th coordinates of the N subsquares are defined by assigning each possible value exactly once to one subsquare. Such a set is called a Latin Square.
If we now select at random one point from each subsquare, we have what we will term a "Latin Random Square".
r = latin_random_dataset ( m, n, seed )where
The computer code and data files described and made available on this web page are distributed under the GNU LGPL license.
LATIN_RANDOM_DATASET is available in a C version and a C++ version and a FORTRAN77 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.
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, a MATLAB library which contains the computational routines needed by LATIN_RANDOM_DATASET, and a compiled version of that library must be available to build the program.
LATIN_RANDOM, a dataset directory which contains sample datasets created by LATIN_RANDOM_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 multivariate 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.