Generate a sequence of random numbers that sum up to 1?
Paul Rubin
http
Sat Apr 29 19:36:57 EDT 2006
Anthony Liu <antonyliu2002 at yahoo.com> writes:
> OK, I actually just want to "manually" create Hidden
> Markov Models by randomly generating the initial state
> probabilities PI,
OK, this sounds like you actually want to divide the unit interval up
into pieces of varying sizes. Example (untested):
n = 10 # number of pieces desired
# Take the unit interval [0,1] and sprinkle in n-1 random points
s = sorted([0,1] + [random() for i in xrange(n-1)])
# now find the size of each sub-interval and make a list
r = [(s[i+1] - s[i]) for i in xrange(n)]
print sum(r) # should be 1.0 within rounding error
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