Project Euler Problem 203
The binomial coefficients displaystyle binom n k can be arranged in triangular form, Pascal's triangle, like this: | | |
Solution
Answer: 34029210557338
The key task is to compute all distinct squarefree binomial coefficients appearing in rows $0$ through $50$ of Pascal’s triangle, then sum them.
A number is squarefree if no prime square divides it.
Examples:
- $6 = 2 \cdot 3$ is squarefree.
- $12 = 2^2 \cdot 3$ is not.
- $20 = 2^2 \cdot 5$ is not.
The problem explicitly provides a working brute-force program. We will analyze exactly why it works and what result it produces.
Mathematical Analysis
Pascal’s triangle contains entries
$$\binom{n}{k} = \frac{n!}{k!(n-k)!}$$
for rows $n = 0,1,2,\dots$.
We need:
- Every distinct value appearing among
$$\binom{n}{k}, \quad 0 \le n \le 50$$ 2. Keep only those that are squarefree. 3. Sum them.
Squarefree Test
A number $m$ is squarefree iff there is no integer $d \ge 2$ such that
$$d^2 \mid m$$
The supplied function checks this directly:
def is_squarefree(n):
if n <= 1: return n == 1
d = 2
while d * d <= n:
if n % (d*d) == 0: return False
d += 1
return True
This works because:
- if any square divides $n$,
- then some square $d^2$ with $d \le \sqrt n$ divides it.
So checking all $d$ up to $\sqrt n$ is sufficient.
Python Implementation
The problem explicitly asks us to run this exact code:
from math import comb, isqrt
def is_squarefree(n):
if n <= 1:
return n == 1
d = 2
while d * d <= n:
if n % (d * d) == 0:
return False
d += 1
return True
seen = set()
for n in range(51):
for k in range(n + 1):
c = comb(n, k)
if c not in seen and is_squarefree(c):
seen.add(c)
print(sum(seen))
Code Walkthrough
Import
from math import comb, isqrt
comb(n,k)computes exact binomial coefficients.
(isqrt is imported but unused.)
Squarefree checker
def is_squarefree(n):
Checks whether $n$ has any repeated prime factor.
Base case
if n <= 1:
return n == 1
- $1$ is squarefree.
- $0$ is not relevant here.
Trial squares
d = 2
while d * d <= n:
Tests all possible square divisors $d^2$.
Detect square divisibility
if n % (d*d) == 0:
return False
If some square divides $n$, it is not squarefree.
Otherwise
return True
No square divisor exists.
Building Pascal’s Triangle Values
seen = set()
We only want distinct coefficients.
Generate rows 0..50
for n in range(51):
This includes exactly rows:
$$0,1,2,\dots,50$$
Generate entries in row $n$
for k in range(n + 1):
Computes all
$$\binom{n}{0}, \binom{n}{1}, \dots, \binom{n}{n}$$
Compute coefficient
c = comb(n, k)
Keep distinct squarefree values
if c not in seen and is_squarefree(c):
seen.add(c)
Only unique squarefree coefficients are stored.
Verification on Small Example
The statement says the first 8 rows contain distinct values
$$1,2,3,4,5,6,7,10,15,20,21,35$$
Among these:
- $4 = 2^2$ is not squarefree.
- $20 = 2^2 \cdot 5$ is not squarefree.
Remaining:
$$1+2+3+5+6+7+10+15+21+35 = 105$$
which matches the problem statement.
So the algorithm behaves correctly on the sample.
Final Computation
Running the exact supplied code yields:
$$34029210557338$$
This magnitude is reasonable because Pascal coefficients up to row 50 become quite large, and many distinct squarefree values occur.
Answer: 34029210557338