Sobol sequence

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf low-discrepancy sequence
quasi-random sequence
gptkbp:application engineering
finance
physics
gptkbp:dimensions arbitrary
gptkbp:firstPublished 1967
https://www.w3.org/2000/01/rdf-schema#label Sobol sequence
gptkbp:namedAfter gptkb:Ilya_M._Sobol
gptkbp:property deterministic
improves convergence rate over pseudo-random numbers
minimizes discrepancy
uniformly distributed
gptkbp:relatedTo gptkb:Latin_hypercube_sampling
gptkb:Halton_sequence
Faure sequence
gptkbp:usedFor high-dimensional integration
gptkbp:usedIn gptkb:Monte_Carlo_methods
numerical integration
global sensitivity analysis
gptkbp:bfsParent gptkb:quasi-Monte_Carlo_methods
gptkb:Quasi-Monte_Carlo_method
gptkbp:bfsLayer 6