how can we estimate memory requirements for nchoosek?

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nchoosek is a memory intensive command ... to the point it can easily kneel down your system ... or get something back as the below:
Error using nchoosek>combs (line 175) Out of memory. Type HELP MEMORY for your options.
Error in nchoosek>combs (line 174) Q = combs(v(k+1:n),m-1);
Error in nchoosek>combs (line 174) Q = combs(v(k+1:n),m-1);
Error in nchoosek (line 132) c = combs(v,k);
Error in NChooseKR (line 7) parfor i = kRange
  1 个评论
Stephen23
Stephen23 2018-7-29
编辑:Stephen23 2018-7-29
Original question:
"how can we estimate memory requirements for nchoosek?"
Number of combinations * number of elements per combination * bytes per element

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dpb
dpb 2018-7-29
>> help nchoosek
nchoosek Binomial coefficient or all combinations.
...
nchoosek(V,K) where V is a vector of length N, produces a matrix
with N!/K!(N-K)! rows and K columns. Each row of the result has K of
the elements in the vector V. This syntax is only practical for
situations where N is less than about 15.
...
TMW writes documentation for a reason...
  4 个评论
Andy
Andy 2018-8-4
编辑:dpb 2018-8-4
Nonetheless in our case there ARE many equal sequences of values so compression could make sense. But I don't see anything baked in that could do this, is it?
dpb
dpb 2018-8-4
编辑:dpb 2018-8-4
>> nchoosek(int16(1:5),3)
ans =
10×3 int16 matrix
...
>> whos ans
Name Size Bytes Class Attributes
ans 10x3 60 int16
>> nchoosek((1:5),3)
ans =
...
>> whos ans
Name Size Bytes Class Attributes
ans 10x3 240 double
>>
Is 4:1; uint8 would be 8:1 and handle values up to 255; as implemented it may require double() first I don't know and there's still the issue of the specific recursive algorithm used that probably could be improved on.

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