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Journal Articles

Efficient Parametric Optimization for Expensive Single Objective Problems

Jonathan M. Weaver-Rosen, Richard J. Malak, Jr.

J. Mech. Des. March 2021, 143(3): 031711.

Paper No: MD-20-1396

DOI: https://doi.org/10.1115/1.4049519

Published Online: January 27, 2021

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Topics: Optimization, Response surface methodology, Design, Algorithms

Journal Articles

Time-Dependent Reliability Analysis Through Response Surface Method

Dequan Zhang, Xu Han, Chao Jiang, Jie Liu, Qing Li

J. Mech. Des. April 2017, 139(4): 041404.

Paper No: MD-16-1547

DOI: https://doi.org/10.1115/1.4035860

Published Online: February 24, 2017

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Topics: Event history analysis, Failure, Probability, Reliability, Response surface methodology, Stochastic processes, Stress, Design

Journal Articles

Nonlinear Assembly Tolerance Design for Spatial Mechanisms Based on Reliability Methods

Yin Yin, Nie Hong, Feng Fei, Wei Xiaohui, Ni Huajin

J. Mech. Des. March 2017, 139(3): 032301.

Paper No: MD-16-1419

DOI: https://doi.org/10.1115/1.4035433

Published Online: January 12, 2017

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Topics: Chain, Design, Dimensions, Manufacturing, Artificial neural networks, Response surface methodology, Gears, Reliability, Probability, Support vector machines

Journal Articles

An Adaptive Response Surface Method Using Bayesian Metric and Model Bias Correction Function

Lei Shi, Ren-Jye Yang, Ping Zhu

J. Mech. Des. March 2014, 136(3): 031005.

Paper No: MD-13-1043

DOI: https://doi.org/10.1115/1.4026095

Published Online: January 10, 2014

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Topics: Response surface methodology, Uncertainty, Algorithms

Journal Articles

A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization

Zequn Wang, Pingfeng Wang

J. Mech. Des. December 2012, 134(12): 121007.

DOI: https://doi.org/10.1115/1.4007931

Published Online: November 15, 2012

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Topics: Design, Event history analysis, Reliability, Response surface methodology, Errors, Reliability-based optimization, Probability

Journal Articles

Role of Conservative Moving Least Squares Methods in Reliability Based Design Optimization: A Mathematical Foundation

Jongsoo Lee, Chang Yong Song

J. Mech. Des. December 2011, 133(12): 121005.

DOI: https://doi.org/10.1115/1.4005235

Published Online: December 9, 2011

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Topics: Approximation, Design, Reliability, Reliability-based optimization, Optimization, Response surface methodology, Polynomials

Journal Articles

Computational Improvements to Estimating Kriging Metamodel Parameters

Jay D. Martin

J. Mech. Des. August 2009, 131(8): 084501.

DOI: https://doi.org/10.1115/1.3151807

Published Online: July 9, 2009

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Topics: Algorithms, Gaussian distribution, Maximum likelihood estimation, Optimization, Optimization algorithms, Design, Dimensions, Response surface methodology, Computers, Statistics

Journal Articles

Practical Implementation of Robust Design Assisted by Response Surface Approximation and Visual Data-Mining

Koji Shimoyama, Jin Ne Lim, Shinkyu Jeong, Shigeru Obayashi, Masataka Koishi

J. Mech. Des. June 2009, 131(6): 061007.

DOI: https://doi.org/10.1115/1.3125207

Published Online: May 19, 2009

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Topics: Approximation, Design, Optimization, Response surface methodology, Data mining

Journal Articles

Reliability-Based Design Optimization Using Response Surface Method With Prediction Interval Estimation

Chwail Kim, K. K. Choi

J. Mech. Des. December 2008, 130(12): 121401.

DOI: https://doi.org/10.1115/1.2988476

Published Online: October 7, 2008

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Topics: Design, Reliability, Response surface methodology, Errors, Reliability-based optimization, Optimization

Journal Articles

An Indicator Response Surface Method for Simulation-Based Reliability Analysis

Tong Zou, Zissimos P. Mourelatos, Sankaran Mahadevan, Jian Tu

J. Mech. Des. July 2008, 130(7): 071401.

DOI: https://doi.org/10.1115/1.2918901

Published Online: May 19, 2008

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Topics: Approximation, Event history analysis, Failure, Reliability, Response surface methodology, Simulation, Probability, Design, Vibration absorbers

Journal Articles

Editorial

J. Michael McCarthy

J. Mech. Des. July 2006, 128(4): 657–658.

DOI: https://doi.org/10.1115/1.2217627

Published Online: July 1, 2006

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Topics: Design, Design engineering, Dynamics (Mechanics), Kinematics, Mechanical engineering, Reliability, Robotics, Engineering teachers, Vibration, Computers

Journal Articles

Study on Structural Lightweight Design of Automotive Front Side Rail Based on Response Surface Method

Y. Zhang, P. Zhu, G. L. Chen, Z. Q. Lin

J. Mech. Des. May 2007, 129(5): 553–557.

DOI: https://doi.org/10.1115/1.2712223

Published Online: June 9, 2006

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Topics: Design, Rails, Response surface methodology, Vehicles, Simulation, Weight (Mass)

Journal Articles

Tradeoff of Uncertainty Reduction Mechanisms for Reducing Weight of Composite Laminates

Erdem Acar, Ph.D., Raphael T. Haftka, Theodore F. Johnson, Ph.D. Aerospace Engineer

J. Mech. Des. March 2007, 129(3): 266–274.

DOI: https://doi.org/10.1115/1.2406097

Published Online: February 23, 2006

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Topics: Composite materials, Design, Errors, Failure, Laminates, Probability, Quality control, Temperature, Uncertainty, Weight (Mass)

Journal Articles

Safety Envelope for Load Tolerance and its Application to Fatigue Reliability Design

Haoyu Wang, Nam H. Kim, Yoon-Jun Kim

J. Mech. Des. July 2006, 128(4): 919–927.

DOI: https://doi.org/10.1115/1.2204971

Published Online: December 22, 2005

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Topics: Design, Probability, Reliability, Safety, Stress, Fatigue, Fatigue life, Response surface methodology, Uncertainty

Journal Articles

Understanding the Effects of Model Uncertainty in Robust Design With Computer Experiments

Daniel W. Apley, Jun Liu, Wei Chen

J. Mech. Des. July 2006, 128(4): 945–958.

DOI: https://doi.org/10.1115/1.2204974

Published Online: December 19, 2005

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Topics: Design, Interpolation, Simulation, Uncertainty, Computers, Response surface methodology

Journal Articles

Metamodeling Development for Vehicle Frontal Impact Simulation

R. J. Yang, N. Wang, C. H. Tho, J. P. Bobineau, B. P. Wang

J. Mech. Des. September 2005, 127(5): 1014–1020.

DOI: https://doi.org/10.1115/1.1906264

Published Online: January 14, 2005

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Topics: Design, Metamodeling, Modeling, Simulation, Vehicles, Deformation, Response surface methodology, Errors, Sampling methods

Journal Articles

Analysis of Support Vector Regression for Approximation of Complex Engineering Analyses

Stella M. Clarke, Jan H. Griebsch, Timothy W. Simpson

J. Mech. Des. November 2005, 127(6): 1077–1087.

DOI: https://doi.org/10.1115/1.1897403

Published Online: August 13, 2004

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Topics: Approximation, Function approximation, Support vector machines, Errors, Response surface methodology, Splines

Journal Articles

Adaptive Response Surface Method Using Inherited Latin Hypercube Design Points

G. Gary Wang, Assistant Professor,

J. Mech. Des. June 2003, 125(2): 210–220.

DOI: https://doi.org/10.1115/1.1561044

Published Online: June 11, 2003

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Topics: Design, Response surface methodology, Optimization

Journal Articles

Trust Region Augmented Lagrangian Methods for Sequential Response Surface Approximation and Optimization

J. F. Rodri´guez, J. E. Renaud, L. T. Watson

J. Mech. Des. March 1998, 120(1): 58–66.

DOI: https://doi.org/10.1115/1.2826677

Published Online: March 1, 1998

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Topics: Approximation, Optimization, Response surface methodology, Design, Computer simulation, Nonlinear programming

Journal Articles

Multidisciplinary Analysis and Optimization of Discrete Problems Using Response Surface Methods

J. C. Korngold, G. A. Gabriele

J. Mech. Des. December 1997, 119(4): 427–433.

DOI: https://doi.org/10.1115/1.2826386

Published Online: December 1, 1997

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Topics: Optimization, Response surface methodology, Engineering disciplines, Algorithms, Approximation, Design, Manufacturing, Cycles, Multimedia, Sales

Journal citation

NARROW

Efficient Parametric Optimization for Expensive Single Objective Problems

Time-Dependent Reliability Analysis Through Response Surface Method

Nonlinear Assembly Tolerance Design for Spatial Mechanisms Based on Reliability Methods

An Adaptive Response Surface Method Using Bayesian Metric and Model Bias Correction Function

A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization

Role of Conservative Moving Least Squares Methods in Reliability Based Design Optimization: A Mathematical Foundation

Computational Improvements to Estimating Kriging Metamodel Parameters

Practical Implementation of Robust Design Assisted by Response Surface Approximation and Visual Data-Mining

Reliability-Based Design Optimization Using Response Surface Method With Prediction Interval Estimation

An Indicator Response Surface Method for Simulation-Based Reliability Analysis

Editorial

Study on Structural Lightweight Design of Automotive Front Side Rail Based on Response Surface Method

Tradeoff of Uncertainty Reduction Mechanisms for Reducing Weight of Composite Laminates

Safety Envelope for Load Tolerance and its Application to Fatigue Reliability Design

Understanding the Effects of Model Uncertainty in Robust Design With Computer Experiments

Metamodeling Development for Vehicle Frontal Impact Simulation

Analysis of Support Vector Regression for Approximation of Complex Engineering Analyses

Adaptive Response Surface Method Using Inherited Latin Hypercube Design Points

Trust Region Augmented Lagrangian Methods for Sequential Response Surface Approximation and Optimization

Multidisciplinary Analysis and Optimization of Discrete Problems Using Response Surface Methods

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