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Author(s):
Schueller, G. I.; Pradlwarter, H. J.; Koutsourelakis, P. S.
Title:
A critical appraisal of reliability estimation procedures for high dimensions
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. (C) 2004 Elsevier Ltd. All rights reserved.
Journal title:
Probabilistic Engineering Mechanics
Year:
2004
Journal volume:
19
Month:
oct
Journal issue:
4
Pages contribution:
463--474
Fulltext / DOI:
doi:10.1016/j.probengmech.2004.05.004
Notes:
WOS:000224497700016
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