matlab更高效的随机链接创建

我有这一部分，以使一些随机链接组。我能提高效率吗？有什么想法吗

谢谢

n=[10 ;10 ;10];
no_of_groups=size(n,1);
for k=1:no_of_groups
    if k==1
        m{k,1}=randi(n(1), n(1),2);%random links between nodes of group1
        m1=rand(n(1),1)/2+0.5;%random weight to edges
        c{k,1} = cat(2,m{1},m1);
    else
        m{k,1}=randi([((k-1)*n(k-1)+1) (k*n(k))],n(k),2););%random links between nodes of group k
        m1=rand(n(k),1)/2+0.5;
        c{k,1} = cat(2,m{k,1},m1);
    end
end
c=cat(1,c{:});

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快速修复方法是预先分配

m

和

c

并在循环外部初始化它们，以消除if条件：

n  = [10 ;10 ;10];
no = size(n,1);

% Preallocate
m = cell(no,1);
c = cell(no,1);

% Initialize m and c
m{1} = randi(n(1), n(1),2);%random links between nodes of group1
m1   = rand(n(1),1)/2+0.5;%random weight to edges
c{1} = cat(2,m{1},m1);

for k = 2:no
        m{k} = randi([(k-1)*n(k-1)+1 k*n(k)],n(k),2);%random links between nodes of group k
        m1   = rand(n(k),1)/2+0.5;
        c{k} = cat(2,m{k,1},m1);
end
c=cat(1,c{:});

这个循环是可矢量化的，或者至少可以避免使用单元格，这样可以进一步提高速度