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algorithms_primes

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Algorithms: Prime Numbers

Prime Sieves

Prime sieves are common devices for generating prime numbers in a given range. These lists can be used for quick verification of relatively small prime numbers (typically ranging up to 106 or greater), in particular when many such verifications may be necessary.

Etymology: A sieve1) is a physical metaphor (i.e., a mesh bowl in a kitchen) for an algorithmic technique used in number theory to “sift out” a class of numbers in a given set or range.

Sieve of Eratosthenes

sieve.py
def sieve(n):
    assert n > 1
    primes = [True] * (n+1)
    primes[0] = primes[1] = False
    for i in range(2, int(sqrt(n))+1):
        for j in range(i**2, n+1, i):
            primes[j] = False
    return [i for i in range(len(primes)) if primes[i]]

Design and Principles

Analysis

The Sieve of Eratosthenes is not the fastest prime sieve available, but it is quick to code, easy to understand and modify, and sufficiently fast for some practical applications.

Time Complexity: O((n log n)(log log n))2)
Space Complexity: O(n)

Benchmarks

This implementation should work reliably for primes up to 106 in competition settings.

1)
Pronounced like “give” not “sleeve”.
algorithms_primes.1533757436.txt.gz · Last modified: 2018/08/08 14:43 by jguerin