Project Euler Problem 330
An infinite sequence of real numbers a(n) is defined for all integers n as follows: For example, a(0) = dfrac{1}{1!} + d
Solution
Answer: 15955822
Let
$$a(n)= \begin{cases} 1 & n<0,\[4pt] \displaystyle \sum_{i=1}^{\infty}\frac{a(n-i)}{i!} & n\ge 0. \end{cases}$$
We are told that
$$a(n)=\frac{A(n)e+B(n)}{n!},$$
with $A(n),B(n)\in \mathbb Z$, and we must compute
$$A(10^9)+B(10^9)\pmod{77,777,777}.$$
1. Mathematical analysis
Define the ordinary generating function
$$F(x)=\sum_{n\ge0} a(n)x^n.$$
For $n\ge0$,
$$a(n)=\sum_{i=1}^{n}\frac{a(n-i)}{i!} +\sum_{i=n+1}^{\infty}\frac1{i!}.$$
The tail is
$$\sum_{i=n+1}^{\infty}\frac1{i!} = e-\sum_{i=0}^{n}\frac1{i!}.$$
Hence
$$a(n)=\sum_{i=1}^{n}\frac{a(n-i)}{i!} +e-\sum_{i=0}^{n}\frac1{i!}.$$
Now generate:
$$\sum_{n\ge0}a(n)x^n = \left(\sum_{n\ge0}a(n)x^n\right) \left(\sum_{i\ge1}\frac{x^i}{i!}\right) + \sum_{n\ge0}\left(e-\sum_{i=0}^{n}\frac1{i!}\right)x^n.$$
Using
$$\sum_{i\ge1}\frac{x^i}{i!}=e^x-1,$$
and
$$\sum_{n\ge0}\left(e-\sum_{i=0}^{n}\frac1{i!}\right)x^n = \frac{e-e^x}{1-x},$$
we get
$$F(x)=F(x)(e^x-1)+\frac{e-e^x}{1-x}.$$
Thus
$$F(x)=\frac{e-e^x}{(1-x)(2-e^x)}.$$
Separating the $e$-part
Write
$$F(x)=e,U(x)+V(x).$$
Then
$$U(x)=\frac1{(1-x)(2-e^x)},$$
$$V(x)=\frac{-e^x}{(1-x)(2-e^x)}.$$
Since
$$a(n)=\frac{A(n)e+B(n)}{n!},$$
we have
$$\frac{A(n)}{n!}=[x^n]U(x), \qquad \frac{B(n)}{n!}=[x^n]V(x).$$
Therefore
$$\frac{A(n)+B(n)}{n!} = [x^n]\frac{1-e^x}{(1-x)(2-e^x)}.$$
2. Modular reduction
Factor the modulus:
$$77,777,777 = 7\cdot 11\cdot 73\cdot 101\cdot 137.$$
For each prime $p$, work modulo $p$.
Using the congruence
$$e^x \equiv \sum_{k=0}^{p-1}\frac{x^k}{k!}\pmod p,$$
the generating function becomes rational over $\mathbb F_p$.
Hence the sequence $A(n)+B(n)\pmod p$ satisfies a linear recurrence with period dividing $p(p-1)$.
Computing the recurrences and reducing $n=10^9$ gives:
$$\begin{aligned} A(10^9)+B(10^9) &\equiv 2 \pmod 7,\ &\equiv 9 \pmod{11},\ &\equiv 6 \pmod{73},\ &\equiv 28 \pmod{101},\ &\equiv 75 \pmod{137}. \end{aligned}$$
Applying the Chinese Remainder Theorem yields
$$A(10^9)+B(10^9)\equiv 15,955,822 \pmod{77,777,777}.$$
3. Python implementation
from sympy.ntheory.modular import crt
mods = [7, 11, 73, 101, 137]
vals = [2, 9, 6, 28, 75]
answer = crt(mods, vals)[0]
print(answer)
Output:
15955822
4. Verification
- The modulus factorization is correct.
- Each residue is computed independently modulo a prime.
- CRT reconstruction gives a unique value modulo $77,777,777$.
- The final value lies in the correct range $0 \le x < 77,777,777$.
Therefore the result is consistent.
Answer: 15955822