Fermat primality test
The Fermat primality test is a probabilistic test to determine if a number is probable prime.
Concept
Fermat's little theorem states that if p is prime and , then
If we want to test if p is prime, then we can pick random a's in the interval and see if the equality holds. If the equality does not hold for a value of a, then p is composite. If the equality does hold for many values of a, then we can say that p is probable prime.
It might be in our tests that we do not pick any value for a such that the equality fails. Any a such that
when n is composite is known as a Fermat liar. Vice versa, in this case n is called Fermat pseudoprime to base a.
If we do pick an a such that
then a is known as a Fermat witness for the compositeness of n.
Example
Suppose we wish to determine if n = 221 is prime. Randomly pick 1 ≤ a < 221, say a = 38. Check the above equality:
Either 221 is prime, or 38 is a Fermat liar, so we take another a, say 26:
So 221 is composite and 38 was indeed a Fermat liar.
Algorithm and running time
The algorithm can be written as follows:
Inputs: n: a value to test for primality; k: a parameter that determines the number of times to test for primality
Output: composite if n is composite, otherwise probably prime
repeat k times:
pick a randomly in the range (1, n − 1]
if , then return composite
return probably prime
Using fast algorithms for modular exponentiation, the running time of this algorithm is O(k × log2n × log log n × log log log n), where k is the number of times we test a random a, and n is the value we want to test for primality.
Flaws
There are certain values of known as Carmichael numbers for which all values of for which are Fermat liars. Although Carmichael numbers are rare, there are enough of them that Fermat's primality test is often not used in favor of other primality tests such as Miller-Rabin and Solovay-Strassen.
In general, if is not a Carmichael number then at least half of all
are Fermat witnesses. For proof of this, let be a Fermat witness and , , ..., be Fermat liars. Then
and so all for are Fermat witnesses.
Applications
The encryption program PGP uses this primality test in its algorithms. The chance of PGP generating a Carmichael number is less than 1 in 1050, which is more than adequate for practical purposes.
References
- Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein (2001). "Section 31.8: Primality testing". Introduction to Algorithms (Second Edition ed.). MIT Press; McGraw-Hill. p. 889–890. ISBN 0-262-03293-7.
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