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Need an algorithm to create a so called factorial design (not permutations, but sort of combinations)
Posted on 2004-09-02
Imagine having a number of factors (e.g. X,Y,Z) each having a set of values. As an example:
X1,X2,X3,X4 (factor 1 having 4 values)
Y1,Y2 (factor 2 having 2 values)
Z1,Z2,Z3 (factor 3 having 3 values)
This means we can have 4 x 2 x 3 = 24 different combinations. To give the first 6:
X1,Y1,Z1
X1,Y2,Z1
X1,Y1,Z2
X1,Y2,Z2
X1,Y1,Z3
X1,Y2,Z3 etc.etc.
Also Z1,X1,Y1 is regarded the same as X1,Y1,Z1 thus I am looking for unique combinations (I think that this is called 'no permutations')
Now, I tried to devise a generic algorithm that creates the full design set. So the number of Factors and Values is differntly every time. It seemed simple at first glance, but I can't get a grip on it. There's plenty of (statistical and scientific) background material on the subject, but I cannot find a practical example anywhere ...
Can anyone give me a start or a link to a good example?