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Monte carlo algorithm

💡 Words with a Similar Meaning to "Monte carlo algorithm"

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WordDefinition
monte carlo integrationIn mathematics, Monte Carlo integration is a technique for numerical integration using random numbers.
monte carlo methodnoun(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.
randomized algorithmnoun(mathematics) Any algorithm that uses randomness as part of its logic.
stochastic simulationA stochastic simulation is a simulation of a system that has variables that can change stochastically (randomly) with individual probabilities.
random number generationa process by which, often by means of a random number generator, a sequence of numbers or symbols that cannot be reasonably predicted better than by random chance is generated.
truncation errorIn numerical analysis and scientific computing, truncation error is an error caused by approximating a mathematical process.
nondeterministic algorithmIn computer science and computer programming, a nondeterministic algorithm is an algorithm that, even for the same input, can exhibit different behaviors on different runs, as opposed to a deterministic algorithm.
markov chain monte carloIn statistics, Markov chain Monte Carlo is a class of algorithms used to draw samples from a probability distribution.
kinetic monte carloThe kinetic Monte Carlo method is a Monte Carlo method computer simulation intended to simulate the time evolution of some processes occurring in nature.
probabilistic turing machineIn theoretical computer science, a probabilistic Turing machine is a non-deterministic Turing machine that chooses between the available transitions at each point according to some probability distribution.
sampling errornoun(statistics) The error caused by observing a sample instead of the whole population.
stochastic volatilityIn statistics, stochastic volatility models are those in which the variance of a stochastic process is itself randomly distributed.
dynamic monte carlo methodIn chemistry, dynamic Monte Carlo is a Monte Carlo method for modeling the dynamic behaviors of molecules by comparing the rates of individual steps with random numbers.
random binary treeIn computer science and probability theory, a random binary tree is a binary tree selected at random from some probability distribution on binary trees.
probabilistically checkable proofnoun(computing theory) A reasonable proof of a computational theorem or conjecture obtained via a randomized algorithm.
numerical errorIn software engineering and mathematics, numerical error is the error in the numerical computations.
pseudorandomnessnounThe state of being pseudorandom.
round-off errornoun(numerical analysis) The difference between the result produced by a given algorithm using exact arithmetic and the result produced by the same algorithm using finite-precision, rounded arithmetic.
cross-entropy methodThe cross-entropy method is a Monte Carlo method for importance sampling and optimization.
random effects modelIn econometrics, a random effects model, also called a variance components model, is a statistical model where the model parameters are random variables.

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