WIT Press


STRUCTURAL RELIABILITY ANALYSIS BY UNCONSTRAINED OTIMIZATION AND MULTIMODAL MONTE CARLO CONDITIONAL IMPORTANCE SAMPLING

Price

Free (open access)

Volume

32

Pages

9

Published

1997

Size

728 kb

Paper DOI

10.2495/OE970211

Copyright

WIT Press

Author(s)

E.C. Prates.de Lima and Romilde A. Oliveira

Abstract

— This paper is concerned with a two steps computational approach for structural system reliability analysis: First, the search for points of maximum likelihood is reduced to an unconstrained optimization problem, using a conditional expectation technique coupled with an adaptive response surface interpolation function, defined over the integration domain and successively updated to take into account the previously calculated finite regions associated with local maxima. Second the failure probability is obtained by an effective utilization of the multimodal Monte Carlo importance sampling variance reduction technique over a finite number of discrete regions on the integration domain. Some results illustrate the main features of the proposed approach. I

Keywords