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Felipe A. C. Viana
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Felipe A. C. Viana
7/15/11
Multiple surrogates for prediction and optimization (my PhD dissertation)
Dear all: I have the pleasure to tell you that I have successfully defended my (second) PhD last May
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Multiple surrogates for prediction and optimization (my PhD dissertation)
Dear all: I have the pleasure to tell you that I have successfully defended my (second) PhD last May
7/15/11
Felipe A. C. Viana
4/13/11
New web address
Dear all: The new web address of this Google group is: http://groups.google.com/group/felipeacviana
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New web address
Dear all: The new web address of this Google group is: http://groups.google.com/group/felipeacviana
4/13/11
Felipe A. C. Viana
9/24/10
Designing conservative surrogates with cross validation
Dear all, Here it is a reference on how to build surrogates that are conservative estimators of a
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Designing conservative surrogates with cross validation
Dear all, Here it is a reference on how to build surrogates that are conservative estimators of a
9/24/10
Felipe A. C. Viana
9/21/10
Looking for future challenges
Dear all, As some of you might know, I am on can be the last 9 months of my PhD here in Florida. It
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Looking for future challenges
Dear all, As some of you might know, I am on can be the last 9 months of my PhD here in Florida. It
9/21/10
Felipe A. C. Viana
9/20/10
Surrogate-based global optimization with parallel simulations
Dear all, Here it is a reference on efficient global optimization (EGO) algorithm with parallel
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Surrogate-based global optimization with parallel simulations
Dear all, Here it is a reference on efficient global optimization (EGO) algorithm with parallel
9/20/10
Felipe A. C. Viana
8/20/10
Making the most out of surrogate models
Dear all, Here it is a review on how to take advantage of surrogate models in design optimization:
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Making the most out of surrogate models
Dear all, Here it is a review on how to take advantage of surrogate models in design optimization:
8/20/10
Felipe A. C. Viana
7/21/10
Release of the SURROGATES Toolbox 2.1
Dear all, I am pleased to inform that the new version of the SURROGATES Toolbox is now available! You
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Release of the SURROGATES Toolbox 2.1
Dear all, I am pleased to inform that the new version of the SURROGATES Toolbox is now available! You
7/21/10
Felipe A. C. Viana
5/13/10
Multiple surrogates for prediction and optimization
Dear all, As you may know, I am working towards a second PhD. This week I had my proposal and I
unread,
Multiple surrogates for prediction and optimization
Dear all, As you may know, I am working towards a second PhD. This week I had my proposal and I
5/13/10
Felipe A. C. Viana
4/10/10
Why Not Run the Efficient Global Optimization Algorithm with Multiple Surrogates?
Dear all, Here it is a reference on how can we improve the EGO (efficient global optimization)
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Why Not Run the Efficient Global Optimization Algorithm with Multiple Surrogates?
Dear all, Here it is a reference on how can we improve the EGO (efficient global optimization)
4/10/10
Felipe A. C. Viana
10/19/09
An Algorithm for Fast Optimal Latin Hypercube Design of Experiments
Dear all, Here it is a reference on analysis of uncertainty structures of surrogate models: FAC Viana
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An Algorithm for Fast Optimal Latin Hypercube Design of Experiments
Dear all, Here it is a reference on analysis of uncertainty structures of surrogate models: FAC Viana
10/19/09
Felipe A. C. Viana
8/31/09
Conservative Prediction via Safety Margin: Design through Cross Validation and Benefits of Multiple Surrogates
Dear all, Here it is a reference on conservative surrogates: FAC Viana, V. Picheny, and RT Haftka,
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Conservative Prediction via Safety Margin: Design through Cross Validation and Benefits of Multiple Surrogates
Dear all, Here it is a reference on conservative surrogates: FAC Viana, V. Picheny, and RT Haftka,
8/31/09
Felipe A. C. Viana
8/21/09
Cross Validation Can Estimate How Well Prediction Variance Correlates with Error
Dear all, Here it is a reference on analysis of uncertainty structures of surrogate models: FAC Viana
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Cross Validation Can Estimate How Well Prediction Variance Correlates with Error
Dear all, Here it is a reference on analysis of uncertainty structures of surrogate models: FAC Viana
8/21/09
Felipe A. C. Viana
6/3/09
Safety Margins for Conservative Surrogates
Dear all, Here it is a reference on conservative surrogates: FAC Viana, V. Picheny, and RT Haftka,
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Safety Margins for Conservative Surrogates
Dear all, Here it is a reference on conservative surrogates: FAC Viana, V. Picheny, and RT Haftka,
6/3/09
Felipe A. C. Viana
5/11/09
ERRATA: Importing Uncertainty Estimates from One Surrogate to Another
Dear all, This is a reference on the IMPORTATION OF UNCERTAINTY ESTIMATES in metamodeling: FAC Viana
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ERRATA: Importing Uncertainty Estimates from One Surrogate to Another
Dear all, This is a reference on the IMPORTATION OF UNCERTAINTY ESTIMATES in metamodeling: FAC Viana
5/11/09
Felipe A. C. Viana
3/27/09
New version of the SURROGATES Toolbox
Dear all, I am pleased to inform that the new version of the SURROGATES Toolbox is now available! You
unread,
New version of the SURROGATES Toolbox
Dear all, I am pleased to inform that the new version of the SURROGATES Toolbox is now available! You
3/27/09
Felipe A. C. Viana
3/2/09
Using cross-validation for reducing risk of non-conservative surrogates in design optimization
Dear all, Here it is a reference on how to use cross-validation to design conservative surrogates:
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Using cross-validation for reducing risk of non-conservative surrogates in design optimization
Dear all, Here it is a reference on how to use cross-validation to design conservative surrogates:
3/2/09
fche...@gmail.com
1/5/09
Cross-Validation for Optimal Surrogate Selection and Combination
Dear all, Here it is a reference on how to get the most from multiple surrogates using cross-
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Cross-Validation for Optimal Surrogate Selection and Combination
Dear all, Here it is a reference on how to get the most from multiple surrogates using cross-
1/5/09
fche...@gmail.com
1/5/09
Variable fidelity design of pressure bulkhead with heuristic optimization methods
Dear all, Here it is a reference on the application of heuristic optimization methods and variable
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Variable fidelity design of pressure bulkhead with heuristic optimization methods
Dear all, Here it is a reference on the application of heuristic optimization methods and variable
1/5/09
fche...@gmail.com
1/5/09
Identification of Aircraft Longitudinal Stability And Control Derivatives using Optimization
Dear all, Here it is a reference on the application of optimization methods in identification
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Identification of Aircraft Longitudinal Stability And Control Derivatives using Optimization
Dear all, Here it is a reference on the application of optimization methods in identification
1/5/09
fche...@gmail.com
11/5/08
New web address
Dear all, This is just to inform that I have changed my web address. Please, update your bookmarks to
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New web address
Dear all, This is just to inform that I have changed my web address. Please, update your bookmarks to
11/5/08
fche...@gmail.com
9/11/08
Design and Analysis of Computer Experiments in Multidisciplinary Design Optimization
Dear all, Here it is a review on design and analysis of computer experiments: TW Simpson, V. Toropov,
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Design and Analysis of Computer Experiments in Multidisciplinary Design Optimization
Dear all, Here it is a review on design and analysis of computer experiments: TW Simpson, V. Toropov,
9/11/08
fche...@gmail.com
8/6/08
Using multiple surrogates for minimization of the RMS error in meta-modeling
Dear all, Here it is a reference on use of multiple surrogates for minimal RMS error in prediction:
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Using multiple surrogates for minimization of the RMS error in meta-modeling
Dear all, Here it is a reference on use of multiple surrogates for minimal RMS error in prediction:
8/6/08
fche...@gmail.com
7/24/08
Using multiple surrogates for metamodeling
Dear all, Here it is a reference on use of multiple surrogates: FAC Viana and RT Haftka, "USING
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Using multiple surrogates for metamodeling
Dear all, Here it is a reference on use of multiple surrogates: FAC Viana and RT Haftka, "USING
7/24/08
fche...@gmail.com
6/16/08
Landing gear identification using heuristic methods
Dear all, Here it is a reference on the application of heuristic optimization methods to the
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Landing gear identification using heuristic methods
Dear all, Here it is a reference on the application of heuristic optimization methods to the
6/16/08
fche...@gmail.com
5/21/08
Surrogates and Heuristic Optimization Methods in Engineering
Dear all, This is for divulgating of the final version of my PhD thesis: FAC Viana, "SURROGATE
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Surrogates and Heuristic Optimization Methods in Engineering
Dear all, This is for divulgating of the final version of my PhD thesis: FAC Viana, "SURROGATE
5/21/08
fche...@gmail.com
4/10/08
Selecting surrogates for minimum RMS error
Dear all, Here it is a reference on how to select surrogates for minimum RMS error: FAC Viana,
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Selecting surrogates for minimum RMS error
Dear all, Here it is a reference on how to select surrogates for minimum RMS error: FAC Viana,
4/10/08