Monte Carlo method
Noun
Meaning
Monte Carlo method (plural Monte Carlo methods)
(mathematics, statistics) Any of a class of techniques for estimating the solution of a numerical mathematical problem by means of a random artificial sampling experiment that simulates the problem.
Synonyms
Examples
An early variant of the Monte Carlo method can be seen in the Buffon's needle experiment, in which can be estimated by dropping needles on a floor made of parallel and equidistant strips.
Because Ulam had often mentioned his uncle, Michał Ulam, "who just had to go to Monte Carlo" to gamble, Metropolis dubbed the statistical approach "The Monte Carlo method ".
In the 1930s, Enrico Fermi first experimented with the Monte Carlo method while studying neutron diffusion, but did not publish anything on it.
But the Monte Carlo method also works well for bosonic interacting field theories where there is no closed form for the correlation functions.
Monte Carlo method simulations A Monte Carlo method simulation is defined as any method that utilizes sequences of random numbers to perform the simulation.
Random number generation main A frequent problem in statistical simulations (the Monte Carlo method ) is the generation of pseudo-random numbers that are distributed in a given way.