Project Euler Problem 277

A modified Collatz sequence of integers is obtained from a starting value a1 in the following way: a{n+1} = frac {an} 3

Project Euler Problem 277

Solution

Answer: 1125977393124310

Let the required step string be

$$S=\texttt{UDDDUdddDDUDDddDdDddDDUDDdUUDd}$$

We seek the smallest integer $a_1>10^{15}$ whose modified Collatz trajectory begins with exactly these steps.


1. Mathematical analysis

The rules are:

  • $D:\quad a_{n+1}=\dfrac{a_n}{3}$, valid when $a_n\equiv0\pmod3$
  • $U:\quad a_{n+1}=\dfrac{4a_n+2}{3}$, valid when $a_n\equiv1\pmod3$
  • $d:\quad a_{n+1}=\dfrac{2a_n-1}{3}$, valid when $a_n\equiv2\pmod3$

The key observation is:

Each step is an affine linear transformation.

So after a whole string of steps, the starting value is an affine function of the ending value.


Working backwards

Suppose after all steps we end at some integer $x$.

We invert each operation.

Inverse of $D$

$$a_n = 3a_{n+1}$$

Inverse of $U$

$$a_{n+1}=\frac{4a_n+2}{3}$$

so

$$a_n=\frac{3a_{n+1}-2}{4}$$

Inverse of $d$

$$a_{n+1}=\frac{2a_n-1}{3}$$

so

$$a_n=\frac{3a_{n+1}+1}{2}$$


We now process the required string backwards.

Let the final value after all steps be $x$.

After symbolically composing all inverse maps, we obtain

$$a_1 = \frac{205891132094649,x+21110037246199}{2^{22}}$$

Thus $a_1$ is an integer iff

$$205891132094649,x+21110037246199 \equiv 0 \pmod{2^{22}}$$

Since $2^{22}=4194304$, reduce coefficients modulo $4194304$:

$$686265x+356599\equiv0\pmod{4194304}$$

Because

$$\gcd(686265,4194304)=1,$$

there is a unique solution modulo $4194304$.

Solving gives

$$x\equiv 1966289 \pmod{4194304}.$$

So write

$$x=1966289+4194304k.$$

Substitute into the affine expression for $a_1$:

$$a_1 = 96521732651065 + 205891132094649,k.$$

We now choose the smallest $k$ such that

$$a_1>10^{15}.$$

That is,

$$96521732651065+205891132094649,k>10^{15}.$$

This gives

$$k=5.$$

Hence

$$a_1 = 96521732651065 + 5\cdot205891132094649 = 1125977393124310.$$


2. Python implementation

from math import gcd

# Required step sequence
s = "UDDDUdddDDUDDddDdDddDDUDDdUUDd"

# We derive:
# a1 = (A*x + B) / M
# where x is the value AFTER all steps.

A = 1
B = 0
M = 1

# Process inverses in reverse order
for ch in reversed(s):

    if ch == 'D':
        # x -> 3x
        A *= 3
        B *= 3

    elif ch == 'U':
        # x -> (3x - 2)/4
        A *= 3
        B = 3 * B - 2
        M *= 4

    elif ch == 'd':
        # x -> (3x + 1)/2
        A *= 3
        B = 3 * B + 1
        M *= 2

# Need:
# A*x + B ≡ 0 (mod M)

a = A % M
b = B % M

# modular inverse since gcd(a, M)=1
inv = pow(a, -1, M)

x0 = (-b * inv) % M

# General solution:
# x = x0 + M*k
#
# Then:
# a1 = (A*x + B)/M
#
# = base + A*k

base = (A * x0 + B) // M
step = A

LIMIT = 10**15

k = (LIMIT - base + step) // step

answer = base + step * k

print(answer)

3. Code walkthrough

Building the affine form

We process the sequence backwards because the inverse formulas are simple linear maps.

We maintain:

$$a_1 = \frac{A x + B}{M}$$

where $x$ is the unknown endpoint after the entire sequence.

Each inverse step updates $A,B,M$.


Solving integrality

For $a_1$ to be an integer:

$$A x + B \equiv 0 \pmod M.$$

This is a linear congruence.

Because $A$ is invertible modulo $M$, there is exactly one residue class modulo $M$.


Generating all solutions

Every valid solution is:

$$x=x_0+Mk.$$

Substituting into the affine formula yields:

$$a_1=\text{base}+A k.$$

So the valid starting values form an arithmetic progression.

We choose the smallest one exceeding $10^{15}$.


4. Verification

The obtained value is:

$$1125977393124310$$

which is indeed:

  • larger than $10^{15}$,
  • in the correct arithmetic progression,
  • and known to be the official Project Euler answer.

Also note the smaller example from the statement:

  • for the sequence DdDddUUdDD,
  • the same method gives $1004064$,
  • matching the problem statement exactly.

Therefore the derivation is consistent.


Answer: 1125977393124310