Title of article
A critical appraisal of reliability estimation procedures for high dimensions
Author/Authors
Schuëller، نويسنده , , G.I. and Pradlwarter، نويسنده , , H.J. and Koutsourelakis، نويسنده , , P.S.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2004
Pages
12
From page
463
To page
474
Abstract
A critical appraisal of reliability procedures for high dimensions is presented. Available approximate methods and methods based on Monte Carlo simulation are discussed. It is shown that procedures which perform well in low dimensions may become impractical if the dimension increases considerably or tends to infinity. It is observed that some types of Monte Carlo based simulation procedures in fact are capable of treating high dimensional problems.
Keywords
Stochastic structural mechanics , Reliability , Monte Carlo simulation , Variance reduction techniques , Approximate methods
Journal title
Probabilistic Engineering Mechanics
Serial Year
2004
Journal title
Probabilistic Engineering Mechanics
Record number
1567425
Link To Document