Sieve of Eratosthenes

The sieve of Eratosthenes finds all prime numbers at most an integer $N\ge 2$. Start with the integers $2,\dots ,N$ marked as candidates. For each surviving candidate $p$ in increasing order, mark the multiples $p^2,p^2+p,\dots$ up to $N$ as composite numbers. Stop processing candidates once $p^2>N$: the surviving candidates are exactly the prime numbers. Starting at $p^2$ saves work because any smaller proper multiple of $p$ already has a smaller prime factor. ^[ref].

For a complete run with $N=60$, the only prime numbers at most $\sqrt{60}$ are $2,3,5,7$, since $7^2\le 60<8^2$. Exclude one before starting; it is not a prime number. The four marking passes are:

There are $59-29-9-3-1=17$ surviving prime numbers:The next surviving candidate is $11$, and $11^2>60$, so no further marking pass is necessary. A prime number used for marking remains a candidate: starting at $p^2$ never marks $p$ itself.

The saving from starting at $p^2$ is justified by the smaller multiplier: if $pk<p^2$ with $2\le k<p$, then $k$ has a prime factor $q<p$, so $q$ has already marked $pk$. For $p=7$, the earlier multiples $14,21,28,35,42$ have already been marked using $2,3$ or $5$. The first new possibility is $49$.

For $N=100$, only the prime numbers $2,3,5,7$ need marking passes. They remove all the composite numbers, leaving 25 prime numbers. The diagram colors each composite number by its smallest prime factor, so it shows which marking pass removes it first. The excluded integer one is shown separately.

Why does the algorithm work? A surviving candidate cannot be a composite number, since its smaller prime factor would already have removed it. Conversely, marking proper multiples never removes a prime number. Every composite number at most $N$ has a prime factor at most $\sqrt{N}$, so no later pass is needed. The sieve of Eratosthenes is useful when an entire bounded list is wanted; primality testing of one large integer is a different computational task.

The historical name is supported by a surviving primary account: Nicomachus, in Book I, chapter 13 of Introduction to Arithmetic, names Eratosthenes and describes separating prime numbers from composite numbers by marking multiples among the odd integers beginning with three. That passage documents the sieve tradition; the bounded algorithm above and its $p^2$ starting rule are the formulation explained here, rather than instructions quoted from Euclid's Elements. ^[ref]