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Concrete mathematics : a foundation for computer science

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9.6 FINAL SUMMATIONS 469<br />

This is a doubly infinite sum, whose terms reach their maximum value e” = 1<br />

when k = 0. We Cal:1 it 0, because it is a power series involving the quantity<br />

eel/” raised to the p (k)th power, where p(k) is a polynomial of degree 2; such<br />

power series are traditionally called “theta functions!’ If n = 1O1oo, we have<br />

e- 01 M 0.99005, when k = 1049;<br />

e k2/n - ec’ z 0.36788, when k = 105’;<br />

e-lOO < 10P43, when k = 105’.<br />

So the summand stays very near 1 until k gets up to about fi, when it<br />

drops off and stays very near zero. We can guess that 0, will be proportional<br />

to fi. Here is a graph of eekzin when n = 10:<br />

Larger values of n just stretch the graph horizontally by a factor of $7.<br />

We can estimate 0, by letting f(x) = eex2/” and taking a = -00, b =<br />

$00 in Euler’s summation <strong>for</strong>mula. (If infinities seem too scary, let a = -A<br />

and b = +B, then take limits as A, B + 00.) The integral of f(x) is<br />

if we replace x by u.fi. The value of s,” eeU2 du is well known, but we’ll<br />

call it C <strong>for</strong> now and come back to it after we have finished plugging into<br />

Euler’s summation <strong>for</strong>mula.<br />

The next thing we need to know is the sequence of derivatives f’(x),<br />

f"(X), . . . . and <strong>for</strong> this purpose it’s convenient to set<br />

f(x) = s(x/Jq , g(x) = epK2<br />

Then the chain rule of calculus says that<br />

df(x) Q(y) dy<br />

- = - - -<br />

dx dy dx ’<br />

and this is the same as saying that<br />

f'(x) = 5 g'(x/fi).<br />

By induction we have<br />

fck'(x) = nPk’2g(k1(x/fi).<br />

y = -If_;<br />

fi

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