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Reliability-based design optimization using surrogate model with assessment of confidence level
16 references·0 citing·25 second hop
Reliability-based design optimization using surrogate model with assessment of confidence level (2011)Reliability-based design optimization usi…Use of Kriging Models to Approximate Deterministic Computer Models (2005)Use of Kriging Models to Appr…Hybrid Analysis Method for Reliability-Based Design Optimization (2003)Hybrid Analysis Method for Re…Geostatistics: Modeling Spatial Uncertainty (2000)Geostatistics: Modeling Spati…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A Comparison of Three Methods…Probability, reliability and statistical methods in engineering design (1999)Probability, reliability and …A New Study on Reliability-Based Design Optimization (1999)A New Study on Reliability-Ba…Structural Reliability Methods (1996)Structural Reliability MethodsMinimax and maximin distance designs (1990)Minimax and maximin distance …Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Empirical Model Building and Response Surfaces (1988)Empirical Model Building and …Maximum entropy sampling (1987)Maximum entropy samplingLarge Sample Properties of Simulations Using Latin Hypercube Sampling (1987)Large Sample Properties of Si…Structural Reliability Theory and Its Applications (1982)Structural Reliability Theory…Narrow Reliability Bounds for Structural Systems (1979)Narrow Reliability Bounds for…Probability Concepts in Engineering Planning and Design (1975)Probability Concepts in Engin…Exact and Invariant Second-Moment Code Format (1974)Exact and Invariant Second-Mo…Statistics for Experimenters (1979)Response Surfaces: Designs and Analyses (1997)Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data (2014)Structural reliability under combined random load sequences (1978)Global sensitivity analysis using polynomial chaos expansions (2007)Aleatory or epistemic? Does it matter? (2008)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)Error and uncertainty in modeling and simulation (2002)Measuring vulnerability to natural hazards: towards disaster resilient societies (2007)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design (2004)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Model-Based Geostatistics (1998)Spatial data analysis: theory and practice (2004)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)A review of techniques for parameter sensitivity analysis of environmental models (1994)Importance measures in global sensitivity analysis of nonlinear models (1996)Exploratory designs for computational experiments (1995)An efficient algorithm for constructing optimal design of computer experiments (2004)Response Surface Methodology: A Retrospective and Literature Survey (2004)High-Order Collocation Methods for Differential Equations with Random Inputs (2005)Verification, validation, and predictive capability in computational engineering and physics (2004)Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. Version 5.0, user's manual. (2010)
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References

  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 1988Empirical Model Building and Response Surfaces5,235 cited
  • 1974Exact and Invariant Second-Moment Code Format3,138 cited
  • 2000Geostatistics: Modeling Spatial Uncertainty2,880 cited
  • 1975Probability Concepts in Engineering Planning and Design2,575 cited
  • 1987Large Sample Properties of Simulations Using Latin Hypercube Sampling2,483 cited
  • 1996Structural Reliability Methods2,192 cited
  • 1990Minimax and maximin distance designs1,452 cited
  • 1999Probability, reliability and statistical methods in engineering design1,377 cited
  • 1999A New Study on Reliability-Based Design Optimization988 cited
  • 1979Narrow Reliability Bounds for Structural Systems910 cited
  • 1982Structural Reliability Theory and Its Applications908 cited
  • 2005Use of Kriging Models to Approximate Deterministic Computer Models840 cited
  • 2003Hybrid Analysis Method for Reliability-Based Design Optimization613 cited
  • 1987

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Maximum entropy sampling
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