Efficient Multi-Information Source Multiobjective Bayesian Optimization
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[1] Peter A. Morris,et al. Combining Expert Judgments: A Bayesian Approach , 1977 .
[2] Julien Bect,et al. A Bayesian approach to constrained single- and multi-objective optimization , 2015, Journal of Global Optimization.
[3] Andrzej Jaszkiewicz,et al. Improved quick hypervolume algorithm , 2016, Comput. Oper. Res..
[4] W. D. Thomison,et al. A Model Reification Approach to Fusing Information from Multifidelity Information Sources , 2017 .
[5] D. Madigan,et al. Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window , 1994 .
[6] Qing Yang,et al. Novel Algorithm to Calculate Hypervolume Indicator of Pareto Approximation Set , 2007, ICIC.
[7] Jeffrey K. Uhlmann,et al. A non-divergent estimation algorithm in the presence of unknown correlations , 1997, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).
[8] Douglas Allaire,et al. Sequential Information-Theoretic and Reification-Based Approach for Querying Multi-Information Sources , 2019 .
[9] Douglas Allaire,et al. Gaussian Process Regression for Bayesian Fusion of Multi-Fidelity Information Sources , 2018 .
[10] Ilan Kroo,et al. Two-Level Multifidelity Design Optimization Studies for Supersonic Jets , 2005 .
[11] Ankit Srivastava,et al. Multi-Information Source Fusion and Optimization to Realize ICME: Application to Dual-Phase Materials , 2018, Journal of Mechanical Design.
[12] Adrian E. Raftery,et al. Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors , 1999 .
[13] Karen Willcox,et al. Provably Convergent Multifidelity Optimization Algorithm Not Requiring High-Fidelity Derivatives , 2012 .
[14] Douglas Allaire,et al. Multi-information source constrained Bayesian optimization , 2018, Structural and Multidisciplinary Optimization.
[15] R. L. Winkler. Combining Probability Distributions from Dependent Information Sources , 1981 .
[16] Ramana V. Grandhi,et al. Quantification of Modeling Uncertainty in Aeroelastic Analyses , 2011 .
[17] Lucas Bradstreet,et al. A Fast Way of Calculating Exact Hypervolumes , 2012, IEEE Transactions on Evolutionary Computation.
[18] Michel van Tooren,et al. Coupled adjoint aerostructural wing optimization using quasi-three-dimensional aerodynamic analysis , 2016 .
[19] David Draper,et al. Assessment and Propagation of Model Uncertainty , 2011 .
[20] Lucas Bradstreet,et al. A fast many-objective hypervolume algorithm using iterated incremental calculations , 2010, IEEE Congress on Evolutionary Computation.
[21] K. Willcox,et al. Constrained multifidelity optimization using model calibration , 2012, Structural and Multidisciplinary Optimization.
[22] Michael T. M. Emmerich,et al. Hypervolume-based expected improvement: Monotonicity properties and exact computation , 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).
[23] Tom Dhaene,et al. Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization , 2014, J. Glob. Optim..
[24] Karen Willcox,et al. Multifidelity Optimization using Statistical Surrogate Modeling for Non-Hierarchical Information Sources , 2015 .
[25] George E. Apostolakis,et al. Including model uncertainty in risk-informed decision making , 2006 .
[26] Carlos M. Fonseca,et al. An Improved Dimension-Sweep Algorithm for the Hypervolume Indicator , 2006, 2006 IEEE International Conference on Evolutionary Computation.
[27] Bernard Grossman,et al. MULTIFIDELITY RESPONSE SURFACE MODEL FOR HSCT WING BENDING MATERIAL WEIGHT , 1998 .
[28] Joaquim R. R. A. Martins,et al. OpenMDAO: an open-source framework for multidisciplinary design, analysis, and optimization , 2019, Structural and Multidisciplinary Optimization.
[29] Karen Willcox,et al. Surrogate Modeling for Uncertainty Assessment with Application to Aviation Environmental System Models , 2010 .
[30] Seymour Geisser,et al. A Bayes Approach for Combining Correlated Estimates , 1965 .
[31] Joaquim R. R. A. Martins,et al. Open-source coupled aerostructural optimization using Python , 2018 .
[32] Marco Laumanns,et al. Scalable multi-objective optimization test problems , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).
[33] Lothar Thiele,et al. Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach , 1999, IEEE Trans. Evol. Comput..
[34] Nicola Beume,et al. S-Metric Calculation by Considering Dominated Hypervolume as Klee's Measure Problem , 2009, Evolutionary Computation.
[35] Ali Mosleh,et al. The Assessment of Probability Distributions from Expert Opinions with an Application to Seismic Fragility Curves , 1986 .
[36] Enrico Zio,et al. Two methods for the structured assessment of model uncertainty by experts in performance assessments of radioactive waste repositories , 1996 .