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  • Home > Scripts > Scientific/Engineering > Mathematics

    Random Points in an n-Dimensional Hypersphere

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    Roger Stafford | More scripts
    www.mathworks.com
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    Windows / Linux / Mac OS / BSD / Solaris
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    Matlab
    August 24th, 2007, 10:00 GMT
    C: \ Scientific/Engineering \ Mathematics

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    Random Points in an n-Dimensional Hypersphere description

    Random Points in an n-Dimensional Hypersphere - Randomly and uniformly distributes points throughout a hypersphere.

    This creates a set of random points defined by Cartesian coordinates and uniformly distributed over the interior of an n-dimensional hypersphere of radius r with center at the origin.

    The 'randn' function is first used to create independent multivariate normally distributed sets of n random variables, each representing points in n-dimensional space. The incomplete gamma function, 'gammainc', is then used to map these points radially to the interior of an n-dimensional hypersphere of finite radius r in such a way as to be spatially uniformly distributed.

    Requirements:

    · MATLAB Release: R10



    TAGS:

    Random Points | Dimensional Hypersphere | matlab mathematics | Random | Points | Dimensional

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