Notice that 'hamming' *is* a list of integers, not a function to produce them:

  hamming :: [Integer]

Thus, the "magic" here is that you can define this list as a value, without having to actually evaluate any element until it's needed, either by direct reference from another function, or indirectly by the recursive definition to obtain a value directly required. But once evaluated, the deferred evaluation is replaced by the resulting value.

This is the power of lazy evaluation. Even fixed values (as opposed to function calls) aren't evaluated until they're needed.

#g
--

At 10:38 24/01/05 +0100, Francis Girard wrote:
Hi,

The classical Hamming problem have the following solution in Haskell :

*** BEGIN SNAP
-- hamming.hs

-- Merges two infinite lists
merge :: (Ord a) => [a] -> [a] -> [a]
merge (x:xs)(y:ys)
  | x == y    = x : merge xs ys
  | x <  y    = x : merge xs (y:ys)
  | otherwise = y : merge (x:xs) ys

-- Lazily produce the hamming sequence
hamming :: [Integer]
hamming
= 1 : merge (map (2*) hamming) (merge (map (3*) hamming) (map (5*) hamming))
*** END SNAP


I just love these algorithms that run after their tail (they make my brain
melt) but I don't know how is it that they are efficient.

Here, the hamming recursively calls itself three times. For this algorithm to
be efficient, the Haskell system, somehow, has to "remember" the already
generated sequence THROUGH RECURSION (i.e. not only intermediate "local"
results) otherwise it would end up regenerating the beginning of the sequence
over and over again.

Obviously, Haskell does remember what had already been generated THROUGH
RECURSION since executing the program with GHCI runs quite smoothly and
responsively.

That Haskell manages to do that is for me "magnifique". But I need to know (if
only a little) about how it achieves this in order to know what I, as a
lambda programmer, can do, and how to compute the Big-Oh complexity of the
algorithm.


Thank you,

Francis Girard
FRANCE

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