EngineeringComputer Science

AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation

B. Echard, N. Gayton, M. Lemaire

2011.3.1STRUCTURAL SAFETY

DOI: 10.1016/j.strusafe.2011.01.002

tlooto Summary

An iterative approach based on Monte Carlo Simulation and Kriging metamodel to assess the reliability of structures in a more efficient way and is shown to be very efficient as the probability of failure obtained with AK-MCS is very accurate and this, for only a small number of calls to the performance function.

Abstract

Abstract is not available.

Citation format

ECHARD, B.; GAYTON, N.; LEMAIRE, M. AK-MCS: An active learning reliability method combining kriging and monte carlo simulation. STRUCTURAL SAFETY, 2011, 33: 145–154.