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How do you put corresponding values from different lists together according to some operation?
E.g. I have three lists giving the velocity in the x, y and z direction respectively. I'd like create one list giving the 2-norm, $\sqrt{x^2+y^2+z^2}$.
I would be able to do it procedurally by using for example MapIndexed on one of the lists toghether with Part, I suppose. But I'd like to know if there is a more elegant solution.
The general way to do this is using MapThread. Using your norm example,
MapThread[Norm[{##}]&, {listX, listY, listZ}]
This particular example has easier solutions though:
Sqrt[ listX^2 + listY^2 + listZ^2 ]
Map on the Transposed list seems to be faster than MapThread
Map[Norm,Transpose@{listX, listY, listZ}]
but not nearly as fast as Szabolcs's second suggestion Sqrt[listX^2+listY^2+ listZ^2].
Norm/@ Transpose@{X, Y, Z} is faster than Szabolcs' firt one, and more general than his second one, since you can use e.g. Norm[#,p]& where p is a real number >=1, however in this case not much faster than the first one.
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– Artes
Mar 17 '12 at 16:47
Norm[#,2]& and Norm gave roughly the same timings. More interestingly, Total[{X,Y,Z}] is about 10X faster than Norm[#,1]&/@Transpose@{X,Y,Z}] (roughly same improvement in the Sqrt[X^2+Y^2+Z^2] versus Norm/@Transpose@{X,Y,Z} comparison.)
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– kglr
Mar 18 '12 at 1:38
Norm[#,2]& and Norm are equivalent, so it's not surprising they give the same timings, while Norm[#,1]&/@Transpose@{X,Y,Z}] and Total[{X,Y,Z}] are not, since you should do something like this Total@Abs@{X, Y, Z}, but I think even in this case the latter way would be faster, but haven't checked it.
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– Artes
Mar 18 '12 at 13:40
