Project Euler Problem 321
A horizontal row comprising of 2n + 1 squares has n red counters placed at one end and n blue counters at the other end,
Solution
Answer: 2470433131948040
Let $M(n)$ be the minimum number of moves required to swap the red and blue counters.
1. Mathematical analysis
This is the classic “swapping counters” (or frogs and toads) puzzle.
For $n$ counters on each side, the minimum number of moves is:
$$M(n)=n(n+2)$$
We can verify this with the example:
$$M(3)=3(3+2)=15$$
which matches the problem statement.
We seek those $n$ such that $M(n)$ is a triangular number.
A triangular number has the form
$$T_k=\frac{k(k+1)}{2}$$
So we require
$$n(n+2)=\frac{k(k+1)}{2}$$
Multiplying by 2:
$$2n(n+2)=k(k+1)$$
Expand:
$$2n^2+4n=k^2+k$$
Convert to a Pell equation
Let
$$x=2k+1,\qquad y=n+1$$
Then
$$x^2=(2k+1)^2=4k^2+4k+1$$
and
$$8y^2=8(n+1)^2=8n^2+16n+8$$
Subtract:
$$x^2-8y^2 = (4k^2+4k+1)-(8n^2+16n+8)$$
Using
$$k^2+k=2n^2+4n$$
we get
$$x^2-8y^2=-7$$
Thus we need positive integer solutions to
$$x^2-8y^2=-7$$
with
$$n=y-1.$$
The first relevant solutions are:
$$(5,2)\Rightarrow n=1$$
$$(11,4)\Rightarrow n=3$$
All further solutions are generated by multiplying by the fundamental Pell unit
$$3+\sqrt 8.$$
If
$$x+y\sqrt8$$
is a solution, the next one is
$$(3+\sqrt8)(x+y\sqrt8)$$
which gives the recurrence:
$$x' = 3x+8y$$
$$y' = x+3y$$
Using the two starting branches $(5,2)$ and $(11,4)$, merge and sort the resulting $n=y-1$ values.
The sequence begins:
$$1,\ 3,\ 10,\ 22,\ 63,\dots$$
matching the problem statement.
2. Python implementation
def generate_branch(x, y, count):
"""Generate n-values from one Pell branch."""
values = []
for _ in range(count):
values.append(y - 1) # n = y - 1
# Pell recurrence
x, y = 3 * x + 8 * y, x + 3 * y
return values
# Generate sufficiently many terms from both branches
branch1 = generate_branch(5, 2, 50)
branch2 = generate_branch(11, 4, 50)
# Merge, deduplicate, and sort
sequence = sorted(set(branch1 + branch2))
# Sum first 40 terms
answer = sum(sequence[:40])
print(answer)
3. Code walkthrough
generate_branch(x, y, count)
This generates solutions of
$$x^2 - 8y^2 = -7$$
starting from an initial solution.
values.append(y - 1)converts the Pell variable back to
$$n=y-1$$
- The recurrence
x, y = 3*x + 8*y, x + 3*y
applies multiplication by $3+\sqrt8$, producing the next solution.
Two branches
The valid sequence comes from two starting points:
(5, 2) -> n = 1
(11, 4) -> n = 3
We generate many terms from each branch, merge them, remove duplicates, and sort.
Verification
The first five generated values are:
$$1,\ 3,\ 10,\ 22,\ 63$$
whose sum is
$$99$$
exactly as given.
4. Final verification
- The recurrence produces strictly increasing positive integers.
- The first five terms match the problem statement.
- Computing the first 40 terms gives a large positive integer, consistent with Pell-type exponential growth.
Answer: 2470433131948040