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Non-parametric stochastic subset optimization for design problems with reliability constraints
16 references·0 citing·38 second hop
Non-parametric stochastic subset optimization for design problems with reliability constraints (2015)Non-parametric stochastic subset optimiza…Reliability-based design optimization using kriging surrogates and subset simulation (2011)Reliability-based design opti…A survey on approaches for reliability-based optimization (2010)A survey on approaches for re…Eigenvector dimension reduction (EDR) method for sensitivity-free probability analysis (2008)Eigenvector dimension reducti…Computational methods in optimization considering uncertainties – An overview (2008)Computational methods in opti…Adaptive explicit decision functions for probabilistic design and optimization using support vector machines (2008)Adaptive explicit decision fu…Robust optimization – A comprehensive survey (2007)Robust optimization – A compr…A direct decoupling approach for efficient reliability-based design optimization (2006)A direct decoupling approach …Reliability-based design sensitivity by efficient simulation (2005)Reliability-based design sens…Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design (2004)Sequential Optimization and R…Robust design of structures using optimization methods (2004)Robust design of structures u…A generalized dimension‐reduction method for multidimensional integration in stochastic mechanics (2004)A generalized dimension‐reduc…Reliability-based structural optimization using neural networks and Monte Carlo simulation (2002)Reliability-based structural …Reliability-based optimal structural design by the decoupling approach (2001)Reliability-based optimal str…Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…The geometry of random vibrations and solutions by FORM and SORM (2000)The geometry of random vibrat…A new adaptive importance sampling scheme for reliability calculations (1999)A new adaptive importance sam…Stochastic Finite Elements: A Spectral Approach (1991)Structural Reliability Methods (1996)Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)A Chebyshev interval method for nonlinear dynamic systems under uncertainty (2012)Probability-interval hybrid uncertainty analysis for structures with both aleatory and epistemic uncertainties: a review (2017)A Stochastic Approximation Method (1951)Design and Analysis of Computer Experiments (1989)Fuzzy sets (1996)Robust possibilistic programming for socially responsible supply chain network design: A new approach (2012)Simulation and the Monte Carlo Method (1981)The stochastic finite element method: Past, present and future (2008)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)The generalization of Latin hypercube sampling (2015)Simulation and the Monte Carlo Method (2016)Optimization algorithms for structural reliability (1991)A critical appraisal of reliability estimation procedures for high dimensions (2004)Metamodel-based importance sampling for structural reliability analysis (2013)MCMC algorithms for Subset Simulation (2015)Chance-Constrained Programming (1959)Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework (2019)A Comparative Study of Metaheuristic Algorithms for Reliability-Based Design Optimization Problems (2020)Subset simulation for structural reliability sensitivity analysis (2008)Reliability engineering (2011)Structural Reliability Analysis and Prediction (2017)Monte Carlo and variance reduction methods for structural reliability analysis: A comprehensive review (2023)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A comparative study of uncertainty propagation methods for black-box-type problems (2008)Structural reliability analysis based on the concepts of entropy, fractional moment and dimensional reduction method (2013)Statistics for Spatial Data (1993)Aleatory or epistemic? Does it matter? (2008)A new surrogate modeling technique combining Kriging and polynomial chaos expansions – Application to uncertainty analysis in computational dosimetry (2015)An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis (2018)Adaptive approaches in metamodel-based reliability analysis: A review (2020)Exact and Invariant Second-Moment Code Format (1974)Quality Engineering Using Robust Design (1991)DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. Version 5.0, user's manual. (2010)A new learning function for Kriging and its applications to solve reliability problems in engineering (2015)
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References

  • 2001Estimation of small failure probabilities in high dimensions by subset simulation2,419 cited
  • 2007Robust optimization – A comprehensive survey1,603 cited
  • 2004Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design1,106 cited
  • 2008Computational methods in optimization considering uncertainties – An overview573 cited
  • 1999A new adaptive importance sampling scheme for reliability calculations564 cited
  • 2002Reliability-based structural optimization using neural networks and Monte Carlo simulation516 cited
  • 2011Reliability-based design optimization using kriging surrogates and subset simulation450 cited
  • 2004A generalized dimension‐reduction method for multidimensional integration in stochastic mechanics441 cited
  • 2010A survey on approaches for reliability-based optimization401 cited
  • 2005Reliability-based design sensitivity by efficient simulation330 cited
  • 2004Robust design of structures using optimization methods329 cited
  • 2001Reliability-based optimal structural design by the decoupling approach241 cited
  • 2000The geometry of random vibrations and solutions by FORM and SORM238 cited
  • 2008Adaptive explicit decision functions for probabilistic design and optimization using support vector machines220 cited

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  • 2006A direct decoupling approach for efficient reliability-based design optimization197 cited
  • 2008Eigenvector dimension reduction (EDR) method for sensitivity-free probability analysis179 cited
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