Hamming's problem of number generation
A famous problem, first raised by R. Hamming, is to enumerate, in ascending order with no repetitions, all positive integers with no prime factors other than
2, 3
, or
5
. One obvious way to do this is to simply test each integer in turn to see whether it has any factors other than
2, 3
, and
5
. But this is very inefficient, since, as the integers get larger, fewer and fewer of them fit the requirement. As an alternative, let us call the required stream of numbers
S
and notice the following facts about it.
•
S
begins with
1
.
• The elements of
(scale-streams 2)
are also elements of
S
.
• The same is true for
(scale-stream S 3)
and
(scale-stream S 5)
.
• These are all the elements of
S
.
Now all we have to do is combine elements from these sources. For this we define a procedure
merge
that combines two ordered streams into one ordered result stream, eliminating repetitions:
(define (merge s1 s2)
(cond ((stream-null? s1) s2)
((stream-null? s2) s1)
(else
(let ((s1car (stream-car s1))
(s2car (stream-car s2)))
(cond ((< s1car s2car)
(cons-stream s1car (merge (stream-cdr s1) s2)))
((> s1car s2car)
(cons-stream s2car (merge s1 (stream-cdr s2))))
(else
(cons-stream s1car
(merge (stream-cdr s1)
(stream-cdr s2)))))))))
Then the required stream may be constructed with
merge
, as follows:
(define S (cons-stream 1 (merge <??> <??>)))
Fill in the missing expressions in the places marked
<??>
above.