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Reliability-based optimization of stochastic systems using line search
16 references·16 citing·36 second hopsampled
Reliability-based optimization of stochastic systems using line search (2009)Reliability-based optimization of stochas…INTRODUCTION TO STOCHASTIC SEARCH AND OPTIMIZATION: ESTIMATION, SIMULATION, AND CONTROL (2012)INTRODUCTION TO STOCHASTIC SE…Computational methods in optimization considering uncertainties – An overview (2008)Computational methods in opti…Reliability-based design sensitivity by efficient simulation (2005)Reliability-based design sens…Robust design of structures using optimization methods (2004)Robust design of structures u…Reliability of structures in high dimensions, part I: algorithms and applications (2004)Reliability of structures in …Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control (2004)Introduction to Stochastic Se…A critical appraisal of reliability estimation procedures for high dimensions (2004)A critical appraisal of relia…Stochastic Approximation and Recursive Algorithms and Applications (2003)Stochastic Approximation and …A fast approximate method for parameter sensitivity estimation in Monte Carlo structural reliability (2003)A fast approximate method for…Reliability-based structural optimization using neural networks and Monte Carlo simulation (2002)Reliability-based structural …Estimation of small failure probabilities in high dimensions by subset simulation (2001)Estimation of small failure p…Reliability-Based Optimization of structural systems (1997)Reliability-Based Optimizatio…Reliability-based optimization in structural engineering (1994)Reliability-based optimizatio…Computational methods for efficient structural reliability and reliability sensitivity analysis (1994)Computational methods for eff…A new look at the response surface approach for reliability analysis (1993)A new look at the response su…Introduction to Optimum Design (1990)Introduction to Optimum DesignReliability-based design optimization of structural systems under stochastic excitation: An overview (2021)Reliability-based design opti…Reliability based design optimization of bridges considering bridge-vehicle interaction by Kriging surrogate model (2021)Reliability based design opti…AK-DS: An adaptive Kriging-based directional sampling method for reliability analysis (2021)AK-DS: An adaptive Kriging-ba…Structural optimization considering dynamic reliability constraints via probability density evolution method and change of probability measure (2020)Structural optimization consi…Information Reuse for Importance Sampling in Reliability-Based Design Optimization (2020)Information Reuse for Importa…Fully decoupled reliability-based design optimization of structural systems subject to uncertain loads (2020)Fully decoupled reliability-b…On the consideration of uncertainty in design: optimization - reliability - robustness (2016)On the consideration of uncer…Model-reduction techniques for reliability-based design problems of complex structural systems (2016)Model-reduction techniques fo…Aerodynamic shape optimization for minimum robust drag and lift reliability constraint (2016)Aerodynamic shape optimizatio…Reliability sensitivity analysis of stochastic finite element models (2015)Reliability sensitivity analy…A simulation-based method for reliability based design optimization problems with highly nonlinear constraints (2014)A simulation-based method for…The use of updated robust reliability measures in stochastic dynamical systems (2013)The use of updated robust rel…Reliability-based optimization using bridge importance sampling (2013)Reliability-based optimizatio…Reliability assessment in structural dynamics (2013)Reliability assessment in str…Global structural optimization considering expected consequences of failure and using ANN surrogates (2012)Global structural optimizatio…On the reliability-based design of structures including passive energy dissipation systems (2011)On the reliability-based desi…Reliability analysis—a review and some perspectives (2001)On Latin hypercube sampling for structural reliability analysis (2002)A survey on approaches for reliability-based optimization (2010)Assessing small failure probabilities by combined subset simulation and Support Vector Machines (2011)MCMC algorithms for Subset Simulation (2015)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)Exact and Invariant Second-Moment Code Format (1974)Response Surface Methodology (1996)Moment methods for structural reliability (2001)Application of kriging method to structural reliability problems (2004)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)Structural Reliability Analysis and Prediction (2017)Simulation and the Monte Carlo Method (1981)The stochastic finite element method: Past, present and future (2008)The generalization of Latin hypercube sampling (2015)Simulation and the Monte Carlo Method (2016)Applied Statistical Decision Theory (1962)Probability, statistics, and decision for civil engineers (1970)Structural reliability under combined random load sequences (1978)Benchmark study of numerical methods for reliability-based design optimization (2009)Reliability-based design optimization using kriging surrogates and subset simulation (2011)Second‐Order Reliability Approximations (1987)Importance sampling in structural systems (1989)Advanced probabilistic structural analysis method for implicit performance functions (1990)Reliability-based design optimization for crashworthiness of vehicle side impact (2004)Proceedings of the 2002 Winter Simulation Conference (2002)A unified framework for stochastic optimization (2018)Robust Design: An Overview (2006)DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. Version 5.0, user's manual. (2010)State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments (2005)Information-seeking, curiosity, and attention: computational and neural mechanisms (2013)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
  • 2003Stochastic Approximation and Recursive Algorithms and Applications1,845 cited
  • 2012INTRODUCTION TO STOCHASTIC SEARCH AND OPTIMIZATION: ESTIMATION, SIMULATION, AND CONTROL1,004 cited
  • 1990Introduction to Optimum Design787 cited
  • 1993A new look at the response surface approach for reliability analysis733 cited
  • 2008Computational methods in optimization considering uncertainties – An overview573 cited
  • 1994Reliability-based optimization in structural engineering550 cited
  • 2002Reliability-based structural optimization using neural networks and Monte Carlo simulation516 cited
  • 2004A critical appraisal of reliability estimation procedures for high dimensions476 cited
  • 1994Computational methods for efficient structural reliability and reliability sensitivity analysis388 cited
  • 2004Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control375 cited
  • 2004Reliability of structures in high dimensions, part I: algorithms and applications370 cited
  • 2005Reliability-based design sensitivity by efficient simulation330 cited
  • 2004Robust design of structures using optimization methods329 cited

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2003
A fast approximate method for parameter sensitivity estimation in Monte Carlo structural reliability
188 cited
  • 1997Reliability-Based Optimization of structural systems182 cited
  • Cited by

    • 2021AK-DS: An adaptive Kriging-based directional sampling method for reliability analysis104 cited
    • 2013Reliability assessment in structural dynamics102 cited
    • 2021Reliability-based design optimization of structural systems under stochastic excitation: An overview83 cited
    • 2014A simulation-based method for reliability based design optimization problems with highly nonlinear constraints80 cited
    • 2012Global structural optimization considering expected consequences of failure and using ANN surrogates64 cited
    • 2020Structural optimization considering dynamic reliability constraints via probability density evolution method and change of probability measure60 cited
    • 2021Reliability based design optimization of bridges considering bridge-vehicle interaction by Kriging surrogate model53 cited
    • 2013The use of updated robust reliability measures in stochastic dynamical systems53 cited
    • 2015Reliability sensitivity analysis of stochastic finite element models47 cited
    • 2020Information Reuse for Importance Sampling in Reliability-Based Design Optimization47 cited
    • 2016Aerodynamic shape optimization for minimum robust drag and lift reliability constraint45 cited
    • 2016On the consideration of uncertainty in design: optimization - reliability - robustness45 cited
    • 2020Fully decoupled reliability-based design optimization of structural systems subject to uncertain loads44 cited
    • 2013Reliability-based optimization using bridge importance sampling43 cited
    • 2016Model-reduction techniques for reliability-based design problems of complex structural systems41 cited
    • 2011On the reliability-based design of structures including passive energy dissipation systems38 cited