How fast can we multiply?
Les Schaffer
godzilla at netmeg.net
Wed Jul 21 08:56:34 EDT 1999
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Wed Jul 21 08:56:34 EDT 1999
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Tim 'multiply-this!' Peters rejoiced so: > Turns out it's possible to multiply two 2x2 matrices using 7 > multiplies. Since matmult can be "blocked", a larger matrix can be > treated as a 2x2 array of smaller submatrices, and the same trick > recursively applied. In the end you get a method with runtime > O(n**log2(7)) ~= O(n**2.81) instead of O(n**3). okay, THAT stuff... Numerical Recipes attributes this to Strassen -- i've seen some stuff on the web on it too: http://www.cs.engr.uky.edu/~lewis/cs-alg/materials/Strassen.html http://www.compapp.dcu.ie/~aileen/research/matmult4.html http://www.cs.duke.edu/~luoma/strass/strass.html i'll grab a look at Knuth .... > The intmult trick is less work to code, and yields a bigger payoff > earlier. yeah, and N has to be large enough to justify using strassen ... les
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