A random number generator is a software function or algorithm that produces random numbers, values, or events. This function is commonly used in applications that rely on randomness or probability, such as simulations, games, or statistical analyses.
Typical software functions in the area of "random number generator" include:
Random Number Generation: Generating random integers, decimals, or other numerical values.
Seed Settings: Ability to set a seed value that influences the sequence of generated random numbers.
Distribution Functions: Support for various probability distributions such as uniform distribution, normal distribution, binomial distribution, etc.
Custom Parameters: Settings for users to adjust specific parameters such as range, number of values, or type of distribution.
Result Validation: Checking the quality of generated random numbers in terms of statistical properties like uniformity and independence.
Integration: Integration of the random number generator into other applications or processes that require random decisions or data.