numpy meshgrid

作者: sherrysack | 来源:发表于2017-10-05 18:48 被阅读0次

    meshgrid 的使用方法:
    [X,Y] = meshgrid(x,y) 将向量x和y定义的区域转换成矩阵X和Y,这两个矩阵可以用来表示mesh和surf的三维空间点以及两个变量的赋值。其中矩阵X的行向量是向量x的简单复制,而矩阵Y的列向量是向量y的简单复制。

    Generate X and Y matrices for three-dimensional plots

    Syntax:
    [X,Y] = meshgrid(x,y)
    [X,Y] = meshgrid(x)
    [X,Y,Z] = meshgrid(x,y,z)

    Description:
    [X,Y] = meshgrid(x,y) transforms the domain specified by vectors x and y into arrays X and Y, which can be used to evaluate functions of two variables and three-dimensional mesh/surface plots. The rows of the output array X are copies of the vector x; columns of the output array Y are copies of the vector y.
    [X,Y] = meshgrid(x) is the same as [X,Y] = meshgrid(x,x).
    [X,Y,Z] = meshgrid(x,y,z) produces three-dimensional arrays used to evaluate functions of three variables and three-dimensional volumetric plots.

    Remarks:
    The meshgrid function is similar to ndgrid except that the order of the first two input and output arguments is switched. That is, the statement [X,Y,Z] = meshgrid(x,y,z)
    produces the same result as [Y,X,Z] = ndgrid(y,x,z)
    Because of this, meshgrid is better suited to problems in two- or three-dimensional Cartesian space, while ndgrid is better suited to multidimensional problems that aren't spatially based.
    meshgrid is limited to two- or three-dimensional Cartesian space.

    From:网易博客
    详细解释:help meshgrid
    meshgrid用于从数组a和b产生网格。生成的网格矩阵A和B大小是相同的。它也可以是更高维的。
    [A,B]=Meshgrid(a,b)
    生成size(b)Xsize(a)大小的矩阵A和B。它相当于a从一行重复增加到size(b)行,把b转置成一列再重复增加到size(a)列。因此命令等效于:
    A=ones(size(b))a;
    B=b'
    ones(size(a))
    如下所示:

    a=[1:2]
    a =
    1 2
    b=[3:5]
    b =
    3 4 5
    [A,B]=meshgrid(a,b)
    A =
    1 2
    1 2
    1 2

    B =
    3 3
    4 4
    5 5

    [B,A]=meshgrid(b,a)
    B =
    3 4 5
    3 4 5

    A =
    1 1 1
    2 2 2

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