A local Kriging approximation method using MPP for reliability-based design optimization

[1]  Magnus Arnér,et al.  Design and Analysis of Computer Experiments , 2014 .

[2]  Liang Gao,et al.  A local adaptive sampling method for reliability-based design optimization using Kriging model , 2014 .

[3]  Zhenzhou Lu,et al.  The applications of an importance sampling method to reliability analysis of the inside flap of an aircraft , 2013 .

[4]  Liang Gao,et al.  An optimal shifting vector approach for efficient probabilistic design , 2013 .

[5]  Nicolas Gayton,et al.  A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models , 2013, Reliab. Eng. Syst. Saf..

[6]  Diego A. Alvarez,et al.  A method for enhancing computational efficiency in Monte Carlo calculation of failure probabilities by exploiting FORM results , 2013 .

[7]  Zhenzhong Chen,et al.  An adaptive decoupling approach for reliability-based design optimization , 2013 .

[8]  Mohsen Ali Shayanfar,et al.  A new adaptive importance sampling Monte Carlo method for structural reliability , 2013 .

[9]  Hong-Zhong Huang,et al.  System Reliability Based Design Optimization with Monte Carlo simulation , 2012, 2012 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering.

[10]  Wei Wang,et al.  An improved radial basis function network for structural reliability analysis , 2011 .

[11]  Kyung K. Choi,et al.  Metamodeling Method Using Dynamic Kriging for Design Optimization , 2011 .

[12]  Sondipon Adhikari,et al.  Gaussian process emulators for the stochastic finite element method , 2011 .

[13]  Dirk Gorissen,et al.  A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments , 2011, SIAM J. Sci. Comput..

[14]  Tomas Dersjö,et al.  Reliability Based Design Optimization Using a Single Constraint Approximation Point , 2011 .

[15]  Nicolas Gayton,et al.  AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation , 2011 .

[16]  Byeng D. Youn,et al.  Adaptive-sparse polynomial chaos expansion for reliability analysis and design of complex engineering systems , 2011, DAC 2009.

[17]  Qing Li,et al.  A two-stage multi-fidelity optimization procedure for honeycomb-type cellular materials , 2010 .

[18]  A. B. Antognini,et al.  Exact optimal designs for computer experiments via Kriging metamodelling , 2010 .

[19]  Teresa Wu,et al.  An accurate penalty-based approach for reliability-based design optimization , 2010 .

[20]  Byung Chai Lee,et al.  Reliability-based design optimization using convex approximations and sequential optimization and reliability assessment method , 2010 .

[21]  Michael S. Eldred,et al.  Reliability-Based Design Optimization Using Efficient Global Reliability Analysis , 2009 .

[22]  Kyung K. Choi,et al.  Reliability-Based Design Optimization Using Response Surface Method With Prediction Interval Estimation , 2008 .

[23]  A. Basudhar,et al.  Adaptive explicit decision functions for probabilistic design and optimization using support vector machines , 2008 .

[24]  M. Eldred,et al.  Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions , 2008 .

[25]  Jin Cheng,et al.  Reliability analysis of structures using artificial neural network based genetic algorithms , 2008 .

[26]  G. Gary Wang,et al.  Reliable design space and complete single-loop reliability-based design optimization , 2008, Reliab. Eng. Syst. Saf..

[27]  Tae Hee Lee,et al.  A sampling technique enhancing accuracy and efficiency of metamodel-based RBDO: Constraint boundary sampling , 2008 .

[28]  Byung Chai Lee,et al.  Reliability-based design optimization using a moment method and a kriging metamodel , 2008 .

[29]  S. Rahman,et al.  Design sensitivity and reliability-based structural optimization by univariate decomposition , 2008 .

[30]  L. Watson,et al.  An inverse-measure-based unilevel architecture for reliability-based design optimization , 2007 .

[31]  A. OHagan,et al.  Bayesian analysis of computer code outputs: A tutorial , 2006, Reliab. Eng. Syst. Saf..

[32]  John E. Renaud,et al.  A study using Monte Carlo Simulation for failure probability calculation in Reliability-Based Optimization , 2006 .

[33]  Sankaran Mahadevan,et al.  A direct decoupling approach for efficient reliability-based design optimization , 2006 .

[34]  Sankaran Mahadevan,et al.  First-Order Approximation Methods in Reliability-Based Design Optimization , 2005 .

[35]  Irfan Kaymaz,et al.  Application Of Kriging Method To Structural Reliability Problems , 2005 .

[36]  B. Youn,et al.  Enriched Performance Measure Approach for Reliability-Based Design Optimization. , 2005 .

[37]  Johan Haarhoff,et al.  Kriging Response Surfaces as an Alternative Implementation of RBDO in Continuous Casting Design Optimization , 2004 .

[38]  K. K. Choi,et al.  Enriched Performance Measure Approach (PMA+) for Reliability-Based Design Optimization , 2004 .

[39]  Xiaoping Du,et al.  Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design , 2004, DAC 2002.

[40]  Xiaoping Du,et al.  The use of metamodeling techniques for optimization under uncertainty , 2001 .

[41]  Johannes O. Royset,et al.  Reliability-based optimal structural design by the decoupling approach , 2001, Reliab. Eng. Syst. Saf..

[42]  Timothy W. Simpson,et al.  Metamodels for Computer-based Engineering Design: Survey and recommendations , 2001, Engineering with Computers.

[43]  Y.-T. Wu,et al.  Safety-Factor Based Approach for Probability-Based Design Optimization , 2001 .

[44]  Kyung K. Choi,et al.  A NEW STUDY ON RELIABILITY-BASED DESIGN OPTIMIZATION , 1999 .

[45]  Donald R. Jones,et al.  Efficient Global Optimization of Expensive Black-Box Functions , 1998, J. Glob. Optim..

[46]  Timothy K. Hasselman,et al.  Reliability based structural design optimization for practical applications , 1997 .

[47]  M. D. Stefano,et al.  Efficient algorithm for second-order reliability analysis , 1991 .

[48]  Yaacob Ibrahim,et al.  Observations on applications of importance sampling in structural reliability analysis , 1991 .

[49]  L. Tvedt.  Distribution of quadratic forms in normal space-application to structural reliability , 1990 .

[50]  Donald L. Iglehart,et al.  Importance sampling for stochastic simulations , 1989 .

[51]  R. Melchers.  Importance sampling in structural systems , 1989 .

[52]  M. Hohenbichler,et al.  Improvement Of Second‐Order Reliability Estimates by Importance Sampling , 1988 .

[53]  C. Bucher.  Adaptive sampling — an iterative fast Monte Carlo procedure , 1988 .

[54]  K. Breitung.  Asymptotic approximations for multinormal integrals , 1984 .

[55]  Kyung K. Choi,et al.  Response Surface Method Using Sequential Sampling for Reliability-Based Design Optimization , 2009, DAC 2009.

[56]  A. O'Hagan,et al.  Bayesian calibration of computer models , 2001 .

[57]  A. M. Hasofer,et al.  Exact and Invariant Second-Moment Code Format , 1974 .