The function delsarte_bound_hamming_space(n, d, q, isinteger=False, 
return_data=False, solver='PPL') offers the option isinteger=True. As the 
doc doesn't tell it, I got a little curious what is assumed to be integral. 
Looking at the implementation it turns out that the distance distribution 
is assumed to consist of integers. However, for non-linear codes these 
numbers rarely are integral!

Checking the bounds obtained by this didn't produce anything which 
contradicts known lower bounds, but it improves quite a few known upper 
bounds in Agrell's and Brouwer's tables (modulo the fact that the MIP 
solvers are based on floating point LP solvers and thus don't give proven 
results.)

So I seriously doubt that the isinteger=True is based on a valid 
mathematical theorem, or is there some extension of Delsarte's Theorem 
which allows to assume that the distance distribution in an optimal code 
consists of integers?

-- Peter Mueller


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