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Value used to initialize a pseudo-random number generator
A random seed (or seed state, or just seed) is a number (or vector) used to initialize a pseudorandom number generator. A pseudorandom number generator's
Random_seed
Method in which data is created algorithmically as opposed to manually
generate a random, top-down maze for each game. Some games used pseudorandom number generators. These PRNGs were often used with predefined seed values in
Procedural_generation
Creating sequence of numbers that cannot be predicted
same sequence of random numbers again by starting from the same random seed. They are also used in cryptography – so long as the seed is secret. The sender
Random_number_generation
Appearing random but actually being generated by a deterministic, causal process
with a number called a random seed. Since the same seed will yield the same sequence every time, it is important that the seed be well chosen and kept
Pseudorandomness
Computational concept
uniformly random seed, generates a highly random output that appears independent from the source and uniformly distributed. Examples of weakly random sources
Randomness_extractor
Completing Minecraft as fast as possible
though others do exist. The two mainstream categories are Random Seed Glitchless (RSG) and Set Seed Glitchless (SSG). RSG speedruns involve the generation
Minecraft_speedrunning
Algorithm that generates an approximation of a random number sequence
sequence is not truly random, because it is completely determined by an initial value, called the PRNG's seed (which may include truly random values). Although
Pseudorandom_number_generator
Mapping arbitrary data to fixed-size values
be the identity value or a random seed). The natural extension to 64-bit integers is by use of a table of 28×8 64-bit random numbers. This kind of function
Hash_function
Topics referred to by the same term
Look up seed in Wiktionary, the free dictionary. A seed is an encased plant embryo. Seed(s) or The Seed(s) may also refer to: Seed (1931 film), a film
Seed_(disambiguation)
Type of random number generator
conditioning randomness extractor and, optionally, a pseudorandom number generator (PRNG) seeded by the true-random bits. In Linux, the /dev/random character
Non-physical true random number generator
Non-physical_true_random_number_generator
Type of functions designed for being unsolvable by root-finding algorithms
initialize ("seed") it while keeping the seed secret. A number of such schemes have been defined, including: Implementations of /dev/random in Unix-like
Cryptographically secure pseudorandom number generator
Cryptographically_secure_pseudorandom_number_generator
Parameter controlling the machine learning process
that deep learning models depend very heavily even on the random seed selection of the random number generator. Hyper-heuristic Replication crisis Yang
Hyperparameter (machine learning)
Hyperparameter_(machine_learning)
Method in machine learning
This results in a random forest, which possesses numerous benefits over a single decision tree generated without randomness. In a random forest, each tree
Bootstrap_aggregating
Subgenre of role-playing video games
advancement. Several rogue-lites feature daily challenges, in which a preset random seed is used to generate the game's levels in a deterministic fashion so that
Roguelike
Pseudorandom number generator file in Unix-like operating systems
pseudorandom number generator (CSPRNG). The CSPRNG is seeded with entropy (a value that provides randomness) from environmental noise, collected from device
/dev/random
Malicious website exploit where unauthorized commands are transmitted from a trusted user
ensures unpredictability and uniqueness (e.g. using a hash chain of random seed). This is called an anti-forgery token in ASP.NET. The attacker is thus
Cross-site_request_forgery
Apparent lack of pattern or predictability in events
In common usage, randomness is the apparent or actual lack of definite patterns or predictability in information. A random sequence of events, symbols
Randomness
1979 video game
game asks the player to provide a "lucky number", which it uses as a random seed to procedurally generate the rest of the game, including dungeons and
Akalabeth:_World_of_Doom
Collection of efficiently-computable functions which emulate a random oracle
input string in the domain and a hidden random seed and runs multiple times with the same input string and seed, always returning the same value. Nonetheless
Pseudorandom_function_family
Rewriting system and type of formal grammar
is used in an evolutionary context, it is advisable to incorporate a random seed into the genotype, so that the stochastic properties of the image remain
L-system
2019 roguelike deck-building game
as high in the spire as they can under pre-set conditions and a fixed random seed, so that each player is starting from the same point and sees the same
Slay_the_Spire
Type of symmetric key cipher
keystream is typically generated serially from a random seed value using digital shift registers. The seed value serves as the cryptographic key for decrypting
Stream_cipher
Changing keyless entry code for extra security
but with pre-shared secret key and HMAC instead of PRNG and pre-shared random seed. A rolling code transmitter is useful in a security system for improving
Rolling_code
Formal concept in theoretical computer science and cryptography
class of statistical tests is a deterministic procedure that maps a random seed to a longer pseudorandom string such that no statistical test in the
Pseudorandom_generator
Small piece of a single crystal used to initiate growth of a larger crystal
Used to replicate material, the use of seed crystal to promote growth avoids the otherwise slow randomness of natural crystal growth, and allows manufacture
Seed_crystal
Type of algorithm in computer science
cryptographically secure pseudo-random number generator, but it is still necessary for an unpredictable random seed to be used to initialize the generator
Deterministic_algorithm
Algorithm for generating pseudo-randomized numbers
table above. Given the same RandSeed value it generates the same sequence of random numbers as Delphi. unit lcg_random; {$ifdef fpc}{$mode delphi}{$endif}
Linear_congruential_generator
Scheme often used with RSA encryption
− h L e n − 1 {\displaystyle k-\mathrm {hLen} -1} bytes. Generate a random seed of length hLen. Use the mask generating function to generate a mask of
Optimal asymmetric encryption padding
Optimal_asymmetric_encryption_padding
Vaudenay. TLS 1.1 (2006) fixed only one of the problems, by switching to random initialization vectors (IV) for CBC block ciphers, whereas the more problematic
Comparison of TLS implementations
Comparison_of_TLS_implementations
Open source distributed memory caching system
invalidate_xyz_cache() existing_seed = memcached_fetch(":xyz_seed:") /* Coin a different random seed */ do seed = rand() until seed != existing_seed /* Now store it in
Memcached
Function in extractor theory
{\displaystyle d} bits, and represents a truly random seed. In other words, by using a small uniform seed of length d {\displaystyle d} , the merger returns
Randomness_merger
Design pattern in object-oriented programming
self.seed_modifier: int = seed_modifier def get(self, x: int, y: int) -> int: seed: int = seed_from_xy(x, y) ^ self.seed_modifier random.seed(seed) return
Decorator_pattern
American YouTuber and Twitch streamer (born 1999)
speedrun.com. He was awarded with 5th place at the time in the "1.16+ random seed glitchless" category. Accusations of Dream cheating in these speedruns
Dream_(YouTuber)
Algorithm for public-key cryptography
Lenstra et al. note that this problem can be minimized by using a strong random seed of bit length twice the intended security level, or by employing a deterministic
RSA_cryptosystem
Glossary of Douglas Adams' phrases
the lengthy description, but kept the number fixed at 42 anyway. The random seed chosen to procedurally create the whole universe of the online multi-player
Phrases from The Hitchhiker's Guide to the Galaxy
Phrases_from_The_Hitchhiker's_Guide_to_the_Galaxy
Random number generator
140-byte seed for an external generator, but LavaRnd was designed to directly output a continuous stream of cryptographically sound random numbers. This
Lavarand
Python library for data analysis
date_range(start='1 June 2019', periods=periods) np.random.seed(0) # Seed the random number generator (RNG) values = np.random.rand(periods) s_daily = pd.Series(values
Pandas_(software)
Class of techniques in computer graphics
not be stored. Often, it suffices to start the algorithm with the same random seed to achieve this. Although all modeling techniques on a computer require
Procedural_modeling
Cryptographic device
hardware random number generator (HRNG), true random number generator (TRNG), non-deterministic random bit generator (NRBG), or physical random number generator
Hardware random number generator
Hardware_random_number_generator
Optimization software package for linear programming
root node for MIPs.. 12.5 October, 2012 MIP performance improvements, random seed parameter to address performance variability, remote object, duals for
CPLEX
Computing concept
access to entropy, some devices may use hard-coded keys to seed random generators, or seed random generators from easily guessed unique identifiers such as
Entropy_(computing)
Deviations from local realism
taking a small amount of initial random seed and expanding it into a much larger sequence of random numbers. In DI randomness expansion, the expansion is done
Quantum_nonlocality
2014 indie video game
in a roguelike style; the levels are procedurally generated through a random seed into a number of self-contained rooms, including at least one boss battle
The_Binding_of_Isaac:_Rebirth
If b is a hard-core predicate of a one-way permutation f, and s is a random seed, then { b ( f n ( s ) ) } n {\displaystyle \{b(f^{n}(s))\}_{n}} is a
Hard-core_predicate
Image segmentation algorithm
with known labels (called seeds), e.g., "object" and "background". The unlabeled pixels are each imagined to release a random walker, and the probability
Random_walker_algorithm
1992 video game
The order of turns is determined by the unit's agility score and a random seed. As is most common for the RPG genre, units become stronger by fighting
Shining_Force
Hash function that is suitable for use in cryptography
be built using hash functions. This is done by combining a (secret) random seed with a counter and hashing it. Some hash functions, such as Skein, Keccak
Cryptographic_hash_function
Plant used as a dietary fiber
psyllium comes from the seed coat. Mucilage is obtained by mechanical milling (i.e. grinding) of the outer layer of the seed. Mucilage yield amounts to
Psyllium
Cryptography number with no hidden properties
coefficients in these curves are generated by applying SHA-1 to unexplained random seeds, such as: P-224: bd713447 99d5c7fc dc45b59f a3b9ab8f 6a948bc5. P-256:
Nothing-up-my-sleeve_number
List of versions of a programming language
now have specific subcategories API hooks Ability to set a consistent random seed Defined-or and logical-or assignment default expressions in subroutine
Perl_5_version_history
Methods of plant seed dispersal
seed dispersal syndromes. However, heavy seeds may not be a form of seed dispersal syndrome, but a random seed characteristic that has no dispersal purpose
Seed_dispersal_syndrome
that determine the generated image include the output resolution, random seed, and random sampling parameters. Synthetic media, which includes AI art, was
AI_art
Cryptographic algorithm for random number generation
is available, a special "initial seeding" procedure provides the seed from seed files, external entropy, TPM randomness, RDRAND/RDSEED instructions, ACPI-OEM0
CryptGenRandom
Computer function
were able to show that even implementations of MurmurHash using a randomized seed are vulnerable to so-called HashDoS attacks. With the use of differential
MurmurHash
Reversible block cellular automaton
random cells that are sufficiently smaller than the whole space will lead with high probability to states in which a single glider follows a random walk
Critters_(cellular_automaton)
Swiss conditional access system brand
blanking intervals of the TV signal mixed with teletext and extracts the random seed value which contains present line combination needed for reverting the
Nagravision
Method in cryptography
value when it is decrypted and encrypted again. This happens because the random seed value that is used to initialize the encryption algorithm and is included
Format-preserving_encryption
Species of flowering plant in the buttercup family
and meta-analysis of randomized controlled trials investigating the effects of supplementation with Nigella sativa (black seed) on blood pressure". Journal
Nigella_sativa
Software that systematically browses the World Wide Web
good seeds. Their method crawls web pages with high PageRank from different communities in less iteration in comparison with crawl starting from random seeds
Web_crawler
Replacing a number with a simpler value
Alternatively, the first 0.5 fractional part rounding can be determined by a random seed. "Up" and "down" can be any two rounding methods that oppose each other
Rounding
Computer science concept
low-degree polynomials is an efficient procedure that maps a short truly random seed to a longer pseudorandom string in such a way that low-degree polynomials
Pseudorandom generators for polynomials
Pseudorandom_generators_for_polynomials
Input to a cryptographic primitive
called the BEAST attack. Cryptographic nonce Padding (cryptography) Random seed Salt (cryptography) Block cipher modes of operation CipherSaber (RC4
Initialization_vector
Sports season
receives the higher seed. • Total Points: The team with the most total points will receive the higher seed • Random drawing: The higher seed shall be determined
2026_NBA_Summer_League
Term in stochastic calculus
import matplotlib.pyplot as plt from IPython.display import display np.random.seed(42) # reproducible demo # ---------------------- global settings ---------------------
Itô_isometry
Telecommunication device that obscures signals
deterministic pseudo-random random number generator, which extends the random seed value. There are two main reasons why scrambling is used: To enable accurate
Scrambler
Class of attack on cryptographic systems
with a seed value known to the attacker but concealed in the software. A relatively short, say 24 to 40 bit, portion of the seed can be truly random to prevent
Random number generator attack
Random_number_generator_attack
Observed inability to reproduce scientific studies
reproduced even in principle, because the code, data, exact hyperparameters, random seeds, or model versions go unreported, while reliance on proprietary models
Replication_crisis
AI's tendency to abruptly and drastically forget old info after learning new info
pseudopatterns. After a number of activity re-injections from a single random seed, this process tends to go up to nonlinear network attractors that are
Catastrophic_interference
Tournament format in which the loser of each match-up is immediately eliminated
the 1 and 2 seeds are placed in separate brackets, but then the 3 and 4 seeds are assigned to their brackets randomly, and so too are seeds 5 through 8
Single-elimination_tournament
the observed ones; and ii) the seeds, which are random according to their own distribution. Hence from a set of seed samples we obtain a set of parameter
Bootstrapping_populations
1997 video game
The order of turns is determined by the unit's agility score and a random seed. As is typical for an RPG, units become stronger by fighting enemies
Shining_Force_III
Dutch cannabis company
Sensi Seeds or Sensi Seed Bank is a Dutch company based in Amsterdam which markets cannabis seeds. The company was founded in 1985, or 1998. Sensi Seeds is
Sensi_Seeds
Computer password management utility
password generator that generates random passwords. Random seeding can be done through user input (mouse movement and random keyboard input). KeePass has a
KeePass
Preliminary ranking of a tournament competitor for the purposes of the draw
in separate brackets, but then the 3 and 4 seeds are assigned to their brackets randomly, and so are seeds 5 through 8, and so on. This may result in
Seeding_(sports)
Pseudorandom number generator
Twister that differ only in seed value (but not other parameters) for Monte Carlo simulations that require independent random number generators, though
Mersenne_Twister
Computer programming method for hashing
hashing, a class of hash functions that are initialized from a small random seed and that are equally likely to map any k-tuple of distinct keys to any
Linear_probing
Class of pseudorandom number generators
Xorshift random number generators, also called shift-register generators, are a class of pseudorandom number generators that were invented by George Marsaglia
Xorshift
Process of particles clustering together
against the seed. The particle is left there, and another particle is placed in a random position and moved until it bumps against the seed or any previous
Diffusion-limited_aggregation
2025 film by James Cameron
was re-released in theaters, with one of three clips from Fire and Ash randomly inserted as a mid-credits scene. One of the scenes showed Quaritch approaching
Avatar:_Fire_and_Ash
Kind of cellular automaton
all cells take randomly chosen states remain unstructured throughout their evolution. However, when started with a smaller field of random cells centered
Block_cellular_automaton
Statistical matching technique
match tolerance, randomize case order when drawing samples, prioritize exact matches, sample with or without replacement, set a random seed, and maximize
Propensity_score_matching
Type of linear congruential generator with no additive constant
The Lehmer random number generator (named after D. H. Lehmer), sometimes also referred to as the Park–Miller random number generator (after Stephen K. Park
Lehmer random number generator
Lehmer_random_number_generator
Medical controversy
2018, the health effects of consuming certain processed vegetable oils, or seed oils have been subject to misinformation in popular and social media. The
Seed_oil_misinformation
Seed-sowing agricultural device
ensures that seeds will be distributed evenly. The seed drill sows the seeds at the proper seeding rate and depth, ensuring that the seeds are covered
Seed_drill
Hypothesis on normative mate selection
typically do not sire equal numbers of seeds. Marshall and Diggle state that the existence of some kind of non-random seed paternity is, in fact, not in question
Koinophilia
Method for generating sequences of random integers
Marsaglia for generating sequences of random integers based on an initial set from two to many thousands of randomly chosen seed values. It involves simple computational
Multiply-with-carry pseudorandom number generator
Multiply-with-carry_pseudorandom_number_generator
Scientific study of digital information
of improved random number generators is termed cryptographically secure pseudorandom number generators, but even they require random seeds external to
Information_theory
1995 edition of the Fortran programming language standard
WRITE(UNIT=nout, IOSTAT=ios) a ! no fmt= This form of I/O is also known as random access or indexed I/O. Here, all the records have the same length, and each
Fortran_95_language_features
Computer instruction for returning hardware-generated random numbers
(for "read random") is an instruction for returning random numbers from an Intel on-chip hardware random number generator which has been seeded by an on-chip
RDRAND
Medium to store keys for signing cryptocurrency transactions
generated using random numbers, and the user is asked to supply a seed phrase. If the wallet is misplaced, damaged or compromised, the seed phrase can be
Cryptocurrency_wallet
Cellular automaton that can be run backwards
array of cells with periodic boundary conditions, starting from a small seed of random cells centered within a larger empty neighborhood, it tends to fluctuate
Reversible_cellular_automaton
{\displaystyle w} is the biometric input and i {\displaystyle i} is the random seed. Since randomness extractors output a string that appears to be from a uniform
Fuzzy_extractor
Sports season
receives the higher seed. • Total Points: The team with the most total points will receive the higher seed • Random drawing: The higher seed shall be determined
2025_NBA_Summer_League
Method to control access to pay television services
blanking intervals of the TV signal and extracts the random seed value needed for controlling the random number generation. The system also permitted the
Television_encryption
Type of pseudorandom number generation algorithm
practically possible (with a large computation) to recover the seed of the pseudo-random generator given 512 consecutive output bytes. This implies that
Permuted congruential generator
Permuted_congruential_generator
Algorithm that employs a degree of randomness as part of its logic or procedure
A randomized algorithm is an algorithm that employs a degree of randomness as part of its logic or procedure. The algorithm typically uses uniformly random
Randomized_algorithm
Automated software testing technique
a dumb mutation-based fuzzer that modifies a seed file by flipping random bits, by substituting random bytes with "interesting" values, and by moving
Fuzzing
BOINC based volunteer computing project researching protein folding
predictions on a given protein, each workunit is initialized with a random seed number. This gives each prediction a unique trajectory of descent along
Rosetta@home
trafficLightSimulation(GREEN_TIME, MEAN_ARRIVAL, SEED, SIMTIME) { var sim = new Sim(); var random = new Random(SEED); var trafficLights = [new Sim.Event("North-South
SIM.JS
Species of flowering plant
flax and German: flachs. From it are derived terms such as 'flaxseed' ('seed of the flax plant') and 'flaxen' ('made from flax', 'the colour of flax flowers'
Flax
RANDOM SEED
RANDOM SEED
Surname or Lastname
English
English : unexplained; perhaps a variant of Francom.
Surname or Lastname
English or Scottish
English or Scottish : unexplained. Possibly, as Black suggests, a reduced form of Langdon.French : from the old Germanic personal name element Lando (see Land), via the oblique case, Landonis.
Surname or Lastname
English
English : variant spelling of Randall.Americanized spelling of Randel.
Surname or Lastname
English
English : variant of Rand 1, from the Old French oblique case.
Male
Norwegian
 Norwegian form of Old Norse Arnþórr, ANDOR means "eagle of Thor." Compare with another form of Andor.
Female
English
Variant spelling of English Randy, RANDI means "worthy of admiration."
Boy/Male
English American
Son of Rand.
Male
English
Medieval form of English Randolf, RANDAL means "shield-wolf."
Male
Hungarian
 Variant spelling of Hungarian András, ANDOR means "man; warrior." Compare with another form of Andor.
Male
English
 Variant spelling of Middle English Randulf, RANDOLF means "shield-wolf." Compare with other forms of Randolf.
Surname or Lastname
English
English : variant of Brandon.
Female
English
Pet form of English Miranda, RANDY means "worthy of admiration."Â Compare with masculine Randy.Â
Boy/Male
English
Son of Rand.
Surname or Lastname
English
English : variant of Ransom.
Male
Scandinavian
 Scandinavian form of Old Norse Randolfr, RANDOLF means "shield-wolf." Compare with another form of Randolf.
Surname or Lastname
English (chiefly East Anglia)
English (chiefly East Anglia) : patronymic from the Middle English personal name Rand(e) (see Rand 1).
Surname or Lastname
English
English : probably a variant of Crandon, a habitational name from Crandon in Somerset or Crandean in Falmer, Sussex. Compare Grandin.
Female
English
Short form of English Miranda, RANDA means "worthy of admiration."Â
Surname or Lastname
English
English : patronymic from Rand 1.
Male
English
Pet form of English Randall and Randolph, both RANDY means "shield-wolf." Compare with feminine Randy.
RANDOM SEED
RANDOM SEED
Boy/Male
Muslim
Sedate, Grave, Sober minded, Composed, Subtle
Boy/Male
American, Arabic, British, Christian, English, German, Hebrew, Hindu, Indian, Tamil
Brilliant; Shining; Drummer; Lord Shiva; Lighting; Abbreviation of Tabor
Boy/Male
Muslim
The wise one
Girl/Female
Tamil
Bhargvi | பாரà¯à®•à®µà¯€
Durav grass
Girl/Female
Indian, Telugu
Four Types
Girl/Female
Greek
Form of Danae; the mythological mother of Perseus by Zeus.
Girl/Female
Hindu, Indian, Telugu
Half Moon
Girl/Female
Australian, German, Latin
Worthy of Merit
Girl/Female
Indian
(Daughter of the Sun)
Boy/Male
Hindu
Gift of Rama
RANDOM SEED
RANDOM SEED
RANDOM SEED
RANDOM SEED
RANDOM SEED
v. i.
To extend or grow at random.
n.
Random.
n.
A roving motion; course without definite direction; want of direction, rule, or method; hazard; chance; -- commonly used in the phrase at random, that is, without a settled point of direction; at hazard.
n.
Anything driven at random.
p. pr. & vb. n.
of Ransom
n.
To exact a ransom for, or a payment on.
n.
Ransom; release.
n.
Distance to which a missile is cast; range; reach; as, the random of a rifle ball.
a.
Going at random or by chance; done or made at hazard, or without settled direction, aim, or purpose; hazarded without previous calculation; left to chance; haphazard; as, a random guess.
n.
The release of a captive, or of captured property, by payment of a consideration; redemption; as, prisoners hopeless of ransom.
n.
To redeem from captivity, servitude, punishment, or forfeit, by paying a price; to buy out of servitude or penalty; to rescue; to deliver; as, to ransom prisoners from an enemy.
a.
Cruising at random on the ocean.
adv.
In a random manner.
imp. & p. p.
of Ransom
adv.
At random; hit or miss. (Obs.)
n.
Ransom.
v. i.
To wander at random; to scatter.
v. i.
To go or stray at random.
n.
Extra hazard; chance; accident; random.