Random seed

A random seed (or seed state, or just seed) is a <a href="/facts/Number/auQSAE2m">number</a> (or <a href="/facts/Array_data_structure/BKGvF8AM">vector</a>) used to <a href="/facts/Initial_condition/sA4ohFP4">initialize</a> a <a href="/facts/Pseudorandom_number_generator/sIrCxIBq">pseudorandom number generator</a>.
A pseudorandom number generator's number sequence is completely determined by the seed: thus, if a pseudorandom number generator is later reinitialized with the same seed, it will produce the same sequence of numbers.
For a seed to be used in a pseudorandom number generator, it does not need to be random. Because of the nature of number generating algorithms, so long as the original seed is ignored, the rest of the values that the algorithm generates will follow <a href="/facts/Probability_distribution/EpsKKVRu">probability distribution</a> in a pseudorandom manner.
The choice of a good random seed is crucial in the field of <a href="/facts/Computer_security/7E5dIy7G">computer security</a>. When a secret <a href="/facts/Encryption/16q29Fdv">encryption</a> <a href="/facts/Key_(cryptography)/5W5PAmT4">key</a> is <a href="/facts/Pseudorandom/kfs1wfhY">pseudorandomly</a> <a href="/facts/Key_generation/WvRkaS6n">generated</a>, having the seed will allow one to obtain the key. High <a href="/facts/Entropy_(computing)/Ds8396El">entropy</a> is important for selecting good random seed data.
Random seeds need to be chosen carefully in order to ensure random number generation. If a seed is chosen that doesn't provide actual random results, the numbers given by the <a href="/facts/Pseudorandom_number_generator/sIrCxIBq">PRNG (pseudo random number generator)</a> will not work properly in an application that needs them. Charting the output values of a PRNG with a <a href="/facts/Scatter_plot/n03xBtBL">scatter plot</a> is a good way to find out if the seed is working. If the graph shows static, then the PRNG is giving random results, but if a pattern appears, the seed needs to be fixed.
If the same random seed is deliberately shared, it becomes a <a href="/facts/Secret_key/5W5PAmT4">secret key</a>, so two or more systems using matching pseudorandom number algorithms and matching seeds can generate matching sequences of non-repeating numbers which can be used to synchronize remote systems, such as <a href="/facts/GPS/DKVLnzF3">GPS</a> satellites and receivers.
Random seeds are often generated from the state of the computer system (such as the <a href="/facts/Time/HceJKUGB">time</a>), a <a href="/facts/Cryptographically_secure_pseudorandom_number_generator/Kew9SdpN">cryptographically secure pseudorandom number generator</a> or from a <a href="/facts/Hardware_random_number_generator/Kc7HIkgJ">hardware random number generator</a>.

Random seed open-in-new

Random seed