Answer: When the sum of all divisors of a positive integer, except the number itself, equals the number. Here's a reference with more information from Wikipedia.
You may think that all we need to do is find all the prime factors and then we can test the sum of those versus the number itself. Searching MATLAB documentation for prime factors yields the function factor.
FACTOR Prime factors. FACTOR(N) returns a vector containing the prime factors of N. This function uses the simple sieve approach. It may require large memory allocation if the number given is too big. Technically it is possible to improve this algorithm, allocating less memory for most cases and resulting in a faster execution time. However, it will still have problems in the worst case, so we choose to impose an upper bound on the input number and error out for n > 2^32. Class support for input N: float: double, single See also PRIMES, ISPRIME. Overloaded methods: sym/factor Reference page in Help browser doc factor
Let's see if the number 6 is a perfect number (having divisors 1, 2, and 3).
n = 6; facs = factor(n); perfectOrNot = sum(facs) == n
perfectOrNot = 0
Really? But 6 is a perfect number! What's going wrong? Let's first look at facs.
facs = 2 3
The number 1 is not a prime factor, but is a divisor and needs to be included in the calculation. We can either add it into the divisors or subtract it from n.
divisors = [1 factor(n)] perfectOrNot = sum(divisors) == n
divisors = 1 2 3 perfectOrNot = 1
Make a function to do our comparisons now.
perfectOrNot = @(n) sum([1 factor(n)]) == n;
Check out some other numbers. First my favorite, 17.
n = 17; perfectOrNot(n)
ans = 0
Next, another known perfect number, 28.
n = 28; perfectOrNot(n)
ans = 0
Let's trace through the steps again.
divisors = [1 factor(n)] sum28 = sum(divisors)
divisors = 1 2 2 7 sum28 = 12
Actually, these are not all the divisors of 28. Plus the number 2 is duplicated. We need to add all combinations of products of the prime factors, deduplicate the products, and omit the product of all of them (which is the number itself). For 28, that means including 2*2 and 2*7.
moreDivs = [2*2 2*7]
moreDivs = 4 14
Combine prime factors with combinations, introduce the 1, and deduplicate.
perfect28 = sum(unique([divisors moreDivs])) == n;
We next need an algorithm to calculate all the unique divisors of n. If you don't want to make up the algorithm yourself, you can check the File Exchange for entries that list divisors and not polynomials. You will find at least one candidate function there.
Or you could turn to the Symbolic Math Toolbox which includes some library functions for number theory - a likely place for us to look for some help. On the MuPAD side of the toolbox, we can take advantage of the MuPAD function numlib::divisors(). Since there is currently not a MATLAB version of this function available, I'm using a function from the MuPAD engine. To do that, I supply the library and name of the function, and the inputs.
symDivs = double(feval(symengine,'numlib::divisors', n))
symDivs = 1 2 4 7 14 28
Since the divisors function returns n itself, we need to omit it from the sum calculation.
sum(symDivs(1:end-1)) == n
ans = 1
So, 28 is perfect.
Here are some links from the MATLAB newsgroup and pointers to some relevant contributions on the File Exchange.
I'd love to hear about your investigations using MATLAB for number theory. Tell me about them here.
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4 CommentsOldest to Newest
Thanks, Loren. Fun blog today! You missed a function on the File Exchange that’s useful here, but that doesn’t require anything other than core MATLAB. I posted FACTOR2 back in 2003 to provide easy computation of all factors of x, including x itself:
factor2(28) ans = 1 2 4 7 14 28 So: trimFactors = @(x) x(1:end-1); isperfect = @(x) sum(trimFactors(factor2(x)))==x; isperfect(5) isperfect(6) isperfect(28) ans = 0 ans = 1 ans = 1
A nice trick for finding the list of all divisors of an integer that is more efficient than the symengine solution is to use kron.
n = 10581480;
n has a lot of divisors, including 17, a very interesting number for some of us, and 1729, a number that others consider even more interesting. Including n itself, there are 384 distinct integer divisors. It takes a bit to compute the list of all divisors.
Elapsed time is 0.024904 seconds.
Here is a simple solution in MATLAB.
divs = 1;
for f = factor(n)
divs = unique(kron(divs,[1,f]));
Elapsed time is 0.004309 seconds.
Interestingly, avoiding the multiple calls to unique is not hard, but it does not seem to save any time.
f = factor(n);
k = [0,find(diff(f)),numel(f)];
divs = 1;
for i = 2:numel(k)
divs = kron(divs,f(k(i)).^(0:(k(i) – k(i-1))));
Elapsed time is 0.005534 seconds.
Either case is faster than the symbolic solution though.
Very nice solution. I wonder if the unique once vs. every loop isn’t a gain because divs generally doesn’t grow that large, even when there are duplicates.
Of course any method that uses factorization to find perfect numbers is about as efficient as sorting an array by generating all permutations and stopping when one is found that is in order.