Mathematicians Outwit Hidden Number Conspiracy
quantamagazine.org
quantamagazine.org
Helfgott and Radziwiłł’s solution to the logarithmic Chowla conjecture marked a significant quantitative improvement on Tao’s result. They could sample over far fewer integers to arrive at the same outcome: The parity of the number of prime factors of an integer is not correlated with that of its neighbors.
It would be really interesting to have a commentary to go along with the proof to help bridge this gap. This could explain why choices are made in the proof and help to visualise the implications.
This article comes close in some ways, for example with the examples regarding multiplicativity of the Liouville function. OK, it is a 100 page paper, so understanding the details of the proof is going to be tough. It would still be fun if there was a way as an interested reader to step up from reading this type of article to at least understanding the abstract of the paper.
"just read the source" isn't the answer to a lack of documentation :) (usually)
Academic papers usually have an introduction just past the abstract and may be the closest to what’s requested here. This is supposed to get the reader prepared for the meat of the paper. In a lot of math papers, it acts as a 101 prepper/refresher for the core concepts used in the paper.
There’s also the wolfram site for math. It’s been a while, but it functions something like an encyclopedia of all math topics. I’ve used it to quickly backfill a reference many, many times.
Reading an article or proof is not exactly analogous to “reading the source” as both articles and proofs are meant to be written to be read by a human with an agreed upon background and lead them logically to the conclusion(s) of the article. Articles and even proofs can be intimidating, I get that, but they are surmountable with a suitable time investment.
The paper does actually seem readable, especially at the beginning, but it's dense and long. Somewhere between the article and the paper in terms of complexity and technicality would definitely be interesting to me, although I realise it's a lot of work to produce something like that.
Interestingly the paper acknowledges collaborators who have helped via MathOverflow. I wonder if a collaborative site for explaining maths papers in more detail could be viable. After all, even xkcd.com has explainxkcd.com. Like you, I am not sure what this would like, but it would be fun to find out.
I don't think this is a reasonable expectation for most modern results in mathematics. There is just too much background to cover. Quanta's narrative style is the absolute best at it, but often leaves people with technical backgrounds outside of math wanting more. But I don't really think that's possible.
I guess I'm just greedy for more of the same.
Have only scanned it, but it seems well motivated and readable.
> Incidentally, in earlier drafts of the paper, we did not have a “writer” and a “reader”, but a mahout and an elephant <<picture of man and elephant>> They were unfortunately censored by my coauthor. As this is my exposition, here they are
:)
This obviously works for the n we check manually because if there are at most 23 potential primes, there are at most 23 primes.
This also works for n greater than those we check manually, because potential primes in this set "loop" when you get past 30030. Because 30030 is divisible by every prime in P, for any x which is divisible by P, 30030 + x will also be divisible by P. Similarly, if x is a potential prime, 30030 + x will also be a potential prime. This means that there are all the same potential primes from 0 to 30030 as there are from 30030 to 30030*2, and from 30030*2 to 30030*3, and so on. Since by brute force, there was always at most 23 potential primes in the first loop (plus the beginning of the second loop, to make up for the fact that we start at n=2), then it must be true in every later loop.
Here is code that does the brute force in ruby 3, finishing the proof:
require 'prime'
def get_cycle_extended(n)
# Get every "potential prime"
primes = Prime.each(n).to_a
cycle = []
for i in 0...(primes.reduce(:*) + 200) # + 200 to be safe
is_eliminated = false
for prime in primes
if i % prime == 0
is_eliminated = true
break
end
end
cycle << i if not is_eliminated
end
cycle
end
p get_cycle_extended(5) # just checking that get_cycle makes sense
size = 13
cycle = get_cycle_extended(size)
for n in 2..3004
s = 10*n
e = 100 + s
restricted = cycle.filter { |x| (s..e).include?(x) }
if restricted.length > 23
raise "false at #{n}"
else
p restricted
end
end
Edit: Since I posted about copyright not long before posting this, I'll just go and say explicitly that I'm releasing this comment to the public domain using CC0.Just found this quora question which is the same as what you asked: <https://www.quora.com/Assume-n-1-How-can-I-prove-one-can-onl...>
But the answers seem wrong? The first one uses only the primes 2 to 7 instead of 2 to 13, but there's a reason I used 2 to 13, and it's that there's a counterexample if you use less than that. Even using 2 to 11, which is more than they use, a counterexample exists between 520 and 620, where there are 25 numbers which are not divisible by any of 2, 3, 5, 7, or 11:
[521, 523, 527, 529, 533, 541, 547, 551, 557, 559, 563, 569, 571, 577, 583, 587, 589, 593, 599, 601, 607, 611, 613, 617, 619]
For the proof by induction at the bottom of the page, I'll admit I just don't understand it, but at first glance it seems impossible to me that it would work given how short it is and it doing things that just don't seem to make sense. But maybe I'm missing something.
Regardless, having triple-checked it, I will take pride that my proof is probably correct :P
Edit: Now by double-checking this particular comment I've found that there are actually only 24 numbers between 520 and 620 which are not divisible by any prime from 2 to 11. 25 is if you use 2 to 7. This has no effect on the proof though, only this comment about the quora proofs, and even then my point stands.
Consider the first 7 primes [2,3,5,7,11,13,17]. Each of these primes defines a "sieves", that can be used to filter out multiples of it. For instance, 2 defines the sieve [0,2,4,6,...] while 17 defines the sieve [0,17,34,...].
Instead of infinite sieves, consider only the finite sieves that go up to 100. for instance, 17 would give the sieve [0,17,34,...,85]. Over any interval of 100 integers, all multiples of p can be filtered out by filtering out the contents of p's finite sieve with some constant offset (<p).
For instance, on the interval [0,100), we can filter out all multiples of 3 by filtering out the sieve [0,3,6,...,99]. Similarly, on the interval [10,110), we can filter out the multiples of 3 using the sieve [2,5,8,...98].
The notation here is a bit backward, but makes sense if you think of the sieve as a bit-field with 100 elements labeled 0 to 99. The sieve [2,5,8,...98] then represents the bitfield where every third element is true, starting with the second element.
As a notional shorthand, we can represent this sieve as [3]+2, to represent all multiples of 3, with an offset of 2 (within the range [0,100). Formally speaking: [p]+k = [p * n + k | for integers n,k where 0 <= p * n + k < 100]
For sieves X,Y define X | Y to be the union of X and Y. Under the bitfield interpenetration, a bit in X | Y is set if it is set in either X or Y.
For every range of 100 integers, there exists a sieve that filters out all multiples of both p and q. This sieve takes the form: [p] + k | [q] + m.
We can further restrict 0<=k<p and 0<=m<q.
Note that there are only finitely many such sieves. Over any sequence of 100 integers, one of those finitely many sieves will filter out all multiples of p and q.
This approach can be extend to any number of primes.
Construct all such sieves for the primes [2,3,5,7,11,13,17]. For each sieve, count how many elements it allows through, and find the sieve which allows the fewest elements through. This is an upper bound of the number of integers within a range of 100 that are not a multiple of the first 7 primes. Assuming your range of integers starts at at least 18, this is an upper bound on the number of primes it can have.
In python:
primes=[2,3,5,7,11,13,17]
sieves=[set()]
for p in primes:
newSieves=[]
for k in range(0,p):
toAppend = set([ k + pp for pp in range(0,100,p) if k + pp <= 100])
for sieve in sieves:
newSieves.append(sieve | toAppend)
sieves = newSieves
print "\n{}:".format(p)
print 100-min([len(s) for s in sieves])If you think only about the numbers divisible by 2, 3, 5 you'll get a result pretty close to 23 (21 actually). But you can elaborate the proof to get to a closer number
(just remember that after you take 100/2 and 100/3 you need to add back 100/6 which are the ones you counted twice and so on)
#!/usr/bin/env python3
count = 101
span = 101
lp = [2, 3, 5, 7]
for p1 in lp:
count -= span//p1
for p2 in lp:
if p2 <= p1: continue
count += span//(p1*p2)
for p3 in lp:
if p3 <= p2: continue
count -= span//(p1*p2*p3)
for p4 in lp:
if p4 <= p3: continue
count -= span//(p1*p2*p3*p4)
print("At most {} primes in a span of {}".format(count,span))
A version of that which includes printouts of the number removed or added at each stage gives this output: Remove 14 divisible by 7
Remove 20 divisible by 5
Remove 33 divisible by 3
Remove 50 divisible by 2
Unremove 10 divisible by 2 * 5
Unremove 16 divisible by 2 * 3
Unremove 2 divisible by 5 * 7
Unremove 4 divisible by 3 * 7
Unremove 6 divisible by 3 * 5
Unremove 7 divisible by 2 * 7
Remove 0 divisible by 3 * 5 * 7
Remove 1 divisible by 2 * 5 * 7
Remove 2 divisible by 2 * 3 * 7
Remove 3 divisible by 2 * 3 * 5
Unremove 0 divisible by 2 * 3 * 5 * 7
At most 23 primes in a span of 101 numbers_not_divisible_by_2_3_5_7 = []
for i in range(520, 620):
is_divisible = False
for p in [2, 3, 5, 7]:
if i % p == 0:
is_divisible = True
break
if not is_divisible:
numbers_not_divisible_by_2_3_5_7.append(i)
print(numbers_not_divisible_by_2_3_5_7)
print(len(numbers_not_divisible_by_2_3_5_7))
And if you run this code you'll find that it demonstrates a counterexample. Between 520 and 620 there are 25 numbers which are not divisible by 2, 3, 5, or 7:[521, 523, 527, 529, 533, 541, 547, 551, 557, 559, 563, 569, 571, 577, 583, 587, 589, 593, 599, 601, 607, 611, 613, 617, 619]
You really need to use all the primes from 2 to 13 inclusive to get a limit of 23. And even then I was only able to prove it by brute-forcing up to the primorial of 13, but maybe there's a simpler way.