How do I get the Math equation of Python Algorithm?
ok so I am feeling a little stupid for not knowing this, but a coworker asked so I am asking here: I have written a python algorithm that solves his problem. given x > 0 add all numbers together from 1 to x.
def intsum(x):
if x > 0:
return x + intsum(x - 1)
else:
return 0
intsum(10)
55
first what is this type of equation is this and what is the correct way to get this answer 开发者_C百科as it is clearly easier using some other method?
This is recursion, though for some reason you're labeling it like it's factorial.
In any case, the sum from 1 to n is also simply:
n * ( n + 1 ) / 2
(You can special case it for negative values if you like.)
Transforming recursively-defined sequences of integers into ones that can be expressed in a closed form is a fascinating part of discrete mathematics -- I heartily recommend Concrete Mathematics: A Foundation for Computer Science, by Ronald Graham, Donald Knuth, and Oren Patashnik (see. e.g. the wikipedia entry about it).
However, the specific sequence you show, fac(x) = fac(x - 1) + x
, according to a famous anecdote, was solved by Gauss when he was a child in first grade -- the teacher had given the pupils the taksk of summing numbers from 1 to 100 to keep them quet for a while, but two minutes later there was young Gauss with the answer, 5050, and the explanation: "I noticed that I can sum the first, 1, and the last, 100, that's 101; and the second, 2, and the next-to-last, 99, and that's again 101; and clearly that repeats 50 times, so, 50 times 101, 5050". Not rigorous as proofs go, but quite correct and appropriate for a 6-years-old;-).
In the same way (plus really elementary algebra) you can see that the general case is, as many have already said, (N * (N+1)) / 2
(the product is always even, since one of the numbers must be odd and one even; so the division by two will always produce an integer, as desired, with no remainder).
Here is how to prove the closed form for an arithmetic progression
S = 1 + 2 + ... + (n-1) + n
S = n + (n-1) + ... + 2 + 1
2S = (n+1) + (n+1) + ... + (n+1) + (n+1)
^ you'll note that there are n terms there.
2S = n(n+1)
S = n(n+1)/2
I'm not allowed to comment yet so I'll just add that you'll want to be careful in using range() as it's 0 base. You'll need to use range(n+1) to get the desired effect.
Sorry for the duplication...
sum(range(10)) != 55
sum(range(11)) == 55
OP has asked, in a comment, for a link to the story about Gauss as a schoolchild.
He may want to check out this fascinating article by Brian Hayes. It not only rather convincingly suggests that the Gauss story may be a modern fabrication, but outlines how it would be rather difficult not to see the patterns involved in summing the numbers from 1 to 100. That in fact the only way to miss these patterns would be to solve the problem by writing a program.
The article also talks about different ways to sum arithmetic progressions, which is at the heart of OP's question. There is also an ad-free version here.
Larry is very correct with his formula, and its the fastest way to calculate the sum of all integers up to n
.
But for completeness, there are built-in Python functions, that perform what you have done, on lists with arbitrary elements. E.g.
sum()
>>> sum(range(11)) 55 >>> sum([2,4,6]) 12
or more general,
reduce()
>>> import operator >>> reduce(operator.add, range(11)) 55
Consider that N+1, N-1+2, N-2+3, and so on all add up to the same number, and there are approximately N/2 instances like that (exactly N/2 if N is even).
What you have there is called arithmetic sequence and as suggested, you can compute it directly without overhead which might result from the recursion.
And I would say this is a homework despite what you say.
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