Monte Carlo simulations

GPTKB entity

Statements (32)
Predicate Object
gptkbp:instanceOf computational technique
gptkbp:advantage flexible modeling
handles complex systems
gptkbp:application option pricing
queueing theory
numerical integration
optimization
risk analysis
statistical physics
radiation transport
gptkbp:basedOn random sampling
gptkbp:developedBy 1940s
https://www.w3.org/2000/01/rdf-schema#label Monte Carlo simulations
gptkbp:limitation computationally intensive
results are approximate
gptkbp:namedAfter Monte Carlo
gptkbp:notableContributor gptkb:John_von_Neumann
gptkb:Stanislaw_Ulam
gptkbp:output gptkb:organization
statistical estimate
gptkbp:relatedTo gptkb:Markov_Chain_Monte_Carlo
gptkb:probability_theory
gptkb:stochastic_process
gptkbp:requires generator
gptkbp:usedIn gptkb:mathematics
computer science
engineering
finance
physics
statistics
gptkbp:bfsParent gptkb:Computational_Materials_Design
gptkbp:bfsLayer 4