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Variational Bayesian strategies for high-dimensional, stochastic design problems
16 references·0 citing·26 second hop
Variational Bayesian strategies for high-dimensional, stochastic design problems (2015)Variational Bayesian strategies for high-…GRADIENT-BASED STOCHASTIC OPTIMIZATION METHODS IN BAYESIAN EXPERIMENTAL DESIGN (2014)GRADIENT-BASED STOCHASTIC OPT…INTRODUCTION TO STOCHASTIC SEARCH AND OPTIMIZATION: ESTIMATION, SIMULATION, AND CONTROL (2012)INTRODUCTION TO STOCHASTIC SE…Robust optimization – A comprehensive survey (2007)Robust optimization – A compr…Bayesian-Optimal Design via Interacting Particle Systems (2006)Bayesian-Optimal Design via I…Simulation Based Optimal Design (2005)Simulation Based Optimal Desi…Design optimization of steel structures considering uncertainties (2005)Design optimization of steel …Reliability-based design optimization of aeroelastic structures (2004)Reliability-based design opti…Linear Programming Under Uncertainty (2004)Linear Programming Under Unce…Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control (2004)Introduction to Stochastic Se…Stochastic Approximation and Recursive Algorithms and Applications (2003)Stochastic Approximation and …Reliability-based structural optimization using neural networks and Monte Carlo simulation (2002)Reliability-based structural …Spatial Interaction and the Statistical Analysis of Lattice Systems (1974)Spatial Interaction and the S…Nearest-Neighbour Systems and the Auto-Logistic Model for Binary Data (1972)Nearest-Neighbour Systems and…Linear Programming under Uncertainty (1955)Linear Programming under Unce…Stochastic Estimation of the Maximum of a Regression Function (1952)Stochastic Estimation of the …A Stochastic Approximation Method (1951)A Stochastic Approximation Me…Design and Analysis of Computer Experiments (1989)Fuzzy sets (1996)Review of uncertainty-based multidisciplinary design optimization methods for aerospace vehicles (2011)Robust possibilistic programming for socially responsible supply chain network design: A new approach (2012)Proceedings of the 2002 Winter Simulation Conference (2002)Computational methods in optimization considering uncertainties – An overview (2008)A unified framework for stochastic optimization (2018)Some aspects of the sequential design of experiments (1952)mirt : A Multidimensional Item Response Theory Package for the R Environment (2012)Acceleration of Stochastic Approximation by Averaging (1992)Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)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)Response surface methodology for constrained simulation optimization: An overview (2007)Monte Carlo sampling-based methods for stochastic optimization (2014)Model-Based Geostatistics (1998)Methods to account for spatial autocorrelation in the analysis of species distributional data: a review (2007)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)Deterministic Equivalents for Optimizing and Satisficing under Chance Constraints (1963)Optimization under uncertainty: state-of-the-art and opportunities (2003)A two-stage stochastic programming framework for transportation planning in disaster response (2004)A survey on approaches for reliability-based optimization (2010)Reliability-based design optimization using kriging surrogates and subset simulation (2011)A new learning function for Kriging and its applications to solve reliability problems in engineering (2015)Monte Carlo bounding techniques for determining solution quality in stochastic programs (1999)
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113 cited
  • 2006Bayesian-Optimal Design via Interacting Particle Systems101 cited
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