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1.5 Exercises 73<br />

(1) Take q = 2 and explain why the above estimate on EN is obvious for<br />

a =0, 1.<br />

(2) Let q = 3, and for a =1, 2 explain using a vector diagram in the complex<br />

plane how the above estimate works.<br />

(3) Let q = 4, and note that for some a values the right-hand side of the above<br />

estimate is actually zero. In such cases, use an error estimate (such as the<br />

conditional result (1.32)) to give sharp, nonzero estimates on EN(a/4) for<br />

a =1, 3.<br />

These theoretical examples reveal the basic behavior of the exponential sum<br />

for small q.<br />

For a computational foray, test numerically the behavior of EN by way of<br />

the following steps:<br />

(1) Choose N =10 5 , q = 31, and by direct summation over primes p ≤ N,<br />

create a table of E values for a ∈ [0,q− 1]. (Thus there will be q complex<br />

elements in the table.)<br />

(2) Create a second table of values of π(N) µ(q/g)<br />

ϕ(q/g) ,alsoforeacha∈ [0,q− 1].<br />

(3) Compare, say graphically, the two tables. Though the former table is<br />

“noisy” compared to the latter, there should be fairly good average<br />

agreement. Is the discrepancy between the two tables consistent with<br />

theory?<br />

(4) Explain why the latter table is so smooth (except for a glitch at the<br />

(a = 0)-th element). Finally, explain how the former table can be<br />

constructed via fast Fourier transform (FFT) on a binary signal (i.e.,<br />

a certain signal consisting of only 0’s and 1’s).<br />

Another interesting task is to perform direct numerical integration to verify<br />

(for small cases of N, say) some of the conjectural equivalences of Exercise<br />

1.67.<br />

1.71. Verify the following: There exist precisely 35084 numbers less than<br />

10 100 that are 4-smooth. Prove that for a certain constant c, thenumberof<br />

4-smooth numbers not exceeding x is<br />

ψ(x, 4) ∼ c ln 2 x,<br />

giving the explicit c and also as sharp an error bound on this estimate as you<br />

can. Generalize by showing that for each y ≥ 2 there is a positive number cy<br />

such that<br />

ψ(x, y) ∼ cy ln π(y) x, where y is fixed and x →∞.<br />

1.72. Carry out some numerical experiments to verify the claim after<br />

equation (1.45) that the implicit lower bound is a “good” one.<br />

1.73. Compute by empirical means the approximate probability that a<br />

random integer having 100 decimal digits has all of its prime factors less than

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