Monte Carlo algorithms

GPTKB entity

Statements (29)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
gptkbp:characteristic error probability can be reduced
may produce incorrect result
probabilistic guarantee
gptkbp:contrastsWith gptkb:Las_Vegas_algorithms
gptkbp:developedBy 1940s
gptkbp:example gptkb:Markov_Chain_Monte_Carlo
gptkb:Monte_Carlo_integration
gptkb:Randomized_Quicksort
gptkbp:field gptkb:mathematics
gptkb:probability_theory
computer science
https://www.w3.org/2000/01/rdf-schema#label Monte Carlo algorithms
gptkbp:namedAfter Monte Carlo Casino
gptkbp:notableFor gptkb:machine_learning
engineering
finance
physics
gptkbp:purpose gptkb:simulation
numerical integration
optimization
approximate solutions
gptkbp:relatedTo gptkb:Las_Vegas_algorithms
probabilistic algorithms
randomized algorithms
gptkbp:uses random sampling
randomness
gptkbp:bfsParent gptkb:probabilistic_Turing_machine
gptkbp:bfsLayer 5