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Journal Articles

Integrating Least Square Support Vector Regression and Mode Pursuing Sampling Optimization for Crashworthiness Design

Hu Wang, Songqing Shan, G. Gary Wang, Guangyao Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2011, 133(4): 041002.
https://doi.org/10.1115/1.4003840
Published Online: May 9, 2011
View Article titled, Integrating Least Square Support Vector Regression and Mode Pursuing Sampling Optimization for Crashworthiness Design
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Topics: Crashworthiness, Design, Optimization, Vehicles
Proceedings Papers

Turning Black-Box Into White Functions

Songqing Shan, G. Gary Wang
Proc. ASME. IDETC-CIE2010, Volume 1: 36th Design Automation Conference, Parts A and B, 599-609, August 15–18, 2010
Publisher: American Society of Mechanical Engineers
Paper No: DETC2010-28958
https://doi.org/10.1115/DETC2010-28958
View Paper titled, Turning Black-Box Into White Functions
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Topics: Approximation, Interpolation, Modeling, Optimization, Response surface methodology, Sensitivity analysis, Theorems (Mathematics), Turning, Visualization
Journal Articles

Turning Black-Box Functions Into White Functions

Songqing Shan, G. Gary Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2011, 133(3): 031003.
https://doi.org/10.1115/1.4002978
Published Online: February 22, 2011
View Article titled, Turning Black-Box Functions Into White Functions
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Topics: Modeling, Theorems (Mathematics)
Proceedings Papers

Development of Adaptive RBF-HDMR Model for Approximating High Dimensional Problems

Songqing Shan, G. Gary Wang
Proc. ASME. IDETC-CIE2009, Volume 5: 35th Design Automation Conference, Parts A and B, 727-740, August 30–September 2, 2009
Publisher: American Society of Mechanical Engineers
Paper No: DETC2009-86531
https://doi.org/10.1115/DETC2009-86531
View Paper titled, Development of Adaptive RBF-HDMR Model for Approximating High Dimensional Problems
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Topics: Algorithms, Approximation, Dimensions, Modeling
Journal Articles

Metamodeling for High Dimensional Simulation-Based Design Problems

Songqing Shan, G. Gary Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2010, 132(5): 051009.
https://doi.org/10.1115/1.4001597
Published Online: May 17, 2010
View Article titled, Metamodeling for High Dimensional Simulation-Based Design Problems
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Topics: Design, Modeling, Optimization, Polynomials, Simulation, Testing, Construction, Algorithms, Finite element analysis
Proceedings Papers

An Efficient Pareto Set Identification Approach for Multi-Objective Optimization on Black-Box Functions

G. Gary Wang, Songqing Shan
Proc. ASME. IDETC-CIE2004, Volume 1: 30th Design Automation Conference, 279-291, September 28–October 2, 2004
Publisher: American Society of Mechanical Engineers
Paper No: DETC2004-57194
https://doi.org/10.1115/DETC2004-57194
View Paper titled, An Efficient Pareto Set Identification Approach for Multi-Objective Optimization on Black-Box Functions
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Topics: Pareto optimization
Proceedings Papers

Introducing Rough Set for Design Space Exploration and Optimization

Songqing Shan, G. Gary Wang
Proc. ASME. IDETC-CIE2003, Volume 2: 29th Design Automation Conference, Parts A and B, 555-565, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/DAC-48761
https://doi.org/10.1115/DETC2003/DAC-48761
View Paper titled, Introducing Rough Set for Design Space Exploration and Optimization
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Topics: Design, Optimization, Surface roughness
Proceedings Papers

A New Global Optimization Method for Simultaneous Computation on Expensive Black-Box Functions

Liqun Wang, Songqing Shan, G. Gary Wang
Proc. ASME. IDETC-CIE2003, Volume 2: 29th Design Automation Conference, Parts A and B, 577-586, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/DAC-48763
https://doi.org/10.1115/DETC2003/DAC-48763
View Paper titled, A New Global Optimization Method for Simultaneous Computation on Expensive Black-Box Functions
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Topics: Computation, Optimization
Proceedings Papers

Reliability Assessment Based on the Concept of Failure Surface Frontier

Songqing Shan, G. Gary Wang
Proc. ASME. IDETC-CIE2005, Volume 2: 31st Design Automation Conference, Parts A and B, 1123-1132, September 24–28, 2005
Publisher: American Society of Mechanical Engineers
Paper No: DETC2005-84495
https://doi.org/10.1115/DETC2005-84495
View Paper titled, Reliability Assessment Based on the Concept of Failure Surface Frontier
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Topics: Failure, Reliability
Journal Articles

Failure Surface Frontier for Reliability Assessment on Expensive Performance Function

Songqing Shan, G. Gary Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2006, 128(6): 1227–1235.
https://doi.org/10.1115/1.2337311
Published Online: January 6, 2006
View Article titled, Failure Surface Frontier for Reliability Assessment on Expensive Performance Function
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Topics: Failure, Reliability, Probability
Journal Articles

An Efficient Pareto Set Identification Approach for Multiobjective Optimization on Black-Box Functions

Songqing Shan, G. Gary Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Papers
J. Mech. Des. September 2005, 127(5): 866–874.
https://doi.org/10.1115/1.1904639
Published Online: November 26, 2004
View Article titled, An Efficient Pareto Set Identification Approach for Multiobjective Optimization on Black-Box Functions
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Topics: Approximation, Design, Pareto optimization, Computation