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I had a quick go too:

    num     den     difference to pi
    1	1	2.1415926535898
    3	1	0.14159265358979
    22	7	0.0012644892673497
    333	106	8.3219627529107e-05
    355	113	2.6676418940497e-07
    103993	33102	5.7789062424263e-10
    104348	33215	3.3162805834763e-10
    208341	66317	1.2235634727631e-10
    312689	99532	2.914335439641e-11
    833719	265381	8.7152507433075e-12
    1146408	364913	1.6107115641262e-12
    4272943	1360120	4.0412118096356e-13
    5419351	1725033	2.2204460492503e-14
    80143857	25510582	4.4408920985006e-16
Lua script to generate (dirty):

    local max = 100000000
    local c = {}
    local min , j = math.huge
    for i=1,max do
        local a = math.pi-math.abs(math.cos(i))
        if a < min then
            min = a
            j = i
            table.insert ( c , j )
        end
    end

    local min , j = math.huge
    for k=1,#c do
        for i=1,max do
            local a = math.abs(math.pi-c[k]/i)
            if a < min then
                min = a
                j = i
                print(c[k],j,min)
            end
        end
    end


The numbers that you're producing can be better produced by the following Python code:

    from fractions import Fraction as frac
    def continued_fraction(x, n=10):
        """Represent x as a continued fraction out to n places."""
        last = int(x)
        out = []
        for i in range(n):
            x = 1/(x - last)
            last = int(x)
            out.append(last)
        return out

    def bras(x, n=10):
        """Compute the best rational approximations to x."""
        base = int(x)
        nums = continued_fraction(x, n)
        S = lambda depth, i = 0: \
            frac(1, nums[i]) if depth == 0 else 1 / (nums[i] + S(depth - 1, i + 1))
        return ', '.join(str(x) for x in (base,) + tuple(base + S(k) for k in range(n)))

    from decimal import Decimal
    print(bras(Decimal('3.1415926535897932384626433832795028841971693993')))
    # 3, 22/7, 333/106, 355/113, 103993/33102, 104348/33215, 208341/66317,
    # 312689/99532, 833719/265381, 1146408/364913, 4272943/1360120
These are the best rational approximations to pi, which are determined by the continued fraction of pi:

    pi ~=  3 + 1/(7 + 1/(15 + ...))
    pi = 3 + [7, 15, 1, 292, 1, 1, 1, 2, 1, 3, 1, 14, 2, 1, 1, 2, 2, 2, 2, ...]
Large numbers are opportunities to "grab a lot of extra digits" and thus the large qualities come when we truncate after 7, 15, 292, and 14.

You may wonder what the "most irrational" number is, in the sense that all of its best-rational-approximations are of low quality. That distinction belongs to:

    phi = (1 + Decimal(5).sqrt()) / 2 # golden ratio
    continued_fraction(phi) # [1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
    bras(phi) # 1, 2, 3/2, 5/3, 8/5, 13/8, 21/13, 34/21, 55/34, 89/55, 144/89
Those last numbers you may recognize from your intro to programming as the Fibonaccis.


Here's some simpler code that computes the same result -- I'm too tired and dumb to work out if it will for any number:

    def rationalizations(x):
        """Generate good rational approximations of x in order of
        increasing denominator."""
        assert 0 <= x
        ix = int(x)
        yield ix, 1
        if x != ix:
            for numer, denom in rationalizations(1.0/(x-ix)):
                yield denom + ix * numer, numer

    import itertools, math
    def show(x, n): return list(itertools.islice(rationalizations(x), n))

    print show(math.pi, 11)
    # [(3, 1), (22, 7), (333, 106), (355, 113), (103993, 33102),
    # (104348, 33215), (208341, 66317), (312689, 99532),
    # (833719, 265381), (1146408, 364913), (4272943, 1360120)]
From https://github.com/darius/sketchbook/blob/master/misc/ration...


It's true, my code is longer because it computes an explicit continued fraction representation (and also because it's not written as two generator scripts).


It's not actually the difference to pi that matters, it's the "quality" of the approximation, as described in the article. You can always get better approximations by using larger denominators, it's just that some approximations are, given the size of the denominator, unreasonably good.

355/113 is one of those.


True, I didn't do the quality measure they talk of. I was just fascinated by:

"For example, use any scientific calculator to compute cos(355) in radians. The oddball result is due to the freakish closeness of 355/113 to pi."

And wanted to see what else would fit this criteria...




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