Cross-validation based single response adaptive design of experiments for Kriging metamodeling of deterministic computer simulations
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Reinhard Radermacher | Omar Abdelaziz | Khaled Saleh | Shapour Azarm | Vikrant Aute | S. Azarm | R. Radermacher | V. Aute | Omar A. Abdelaziz | K. Saleh
[1] Omar Abdelaziz Ahmed Abdelaziz,et al. Development of multi-scale, multi-physics, analysis capability and its application to novel heat exchangers design and optimization , 2009 .
[2] Søren Nymand Lophaven,et al. Aspects of the Matlab toolbox DACE , 2002 .
[3] Chi-Chuan Wang,et al. Heat transfer and friction characteristics of plain fin-and-tube heat exchangers, part II: Correlation , 2000 .
[4] M. D. McKay,et al. A comparison of three methods for selecting values of input variables in the analysis of output from a computer code , 2000 .
[5] Henry P. Wynn,et al. Maximum entropy sampling , 1987 .
[6] Joshua D. Knowles,et al. ParEGO: a hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems , 2006, IEEE Transactions on Evolutionary Computation.
[7] Michael S. Eldred,et al. OVERVIEW OF MODERN DESIGN OF EXPERIMENTS METHODS FOR COMPUTATIONAL SIMULATIONS , 2003 .
[8] Agus Sudjianto,et al. Blind Kriging: A New Method for Developing Metamodels , 2008 .
[9] P. Rousseeuw,et al. Wiley Series in Probability and Mathematical Statistics , 2005 .
[10] Ruichen Jin,et al. On Sequential Sampling for Global Metamodeling in Engineering Design , 2002, DAC 2002.
[11] Zissimos P. Mourelatos,et al. On Estimating the Reliability of Multiple Failure Region Problems Using Approximate Metamodels , 2009 .
[12] Panos Y. Papalambros,et al. Metamodeling sampling criteria in a global optimization framework , 2000 .
[13] T. Simpson,et al. Computationally Inexpensive Metamodel Assessment Strategies , 2002 .
[14] Thomas J. Santner,et al. The Design and Analysis of Computer Experiments , 2003, Springer Series in Statistics.
[15] R. Shah,et al. Laminar Flow Forced Convection in Ducts: A Source Book for Compact Heat Exchanger Analytical Data , 2014 .
[16] Donald R. Jones,et al. Efficient Global Optimization of Expensive Black-Box Functions , 1998, J. Glob. Optim..
[17] Noel A. C. Cressie,et al. Statistics for Spatial Data: Cressie/Statistics , 1993 .
[18] Natalia Alexandrov,et al. Multidisciplinary design optimization : state of the art , 1997 .
[19] Kalyanmoy Deb,et al. Multi-objective optimization using evolutionary algorithms , 2001, Wiley-Interscience series in systems and optimization.
[20] Husam Hamad. A New Metric for Measuring Metamodels Quality-of-Fit for Deterministic Simulations , 2006, Proceedings of the 2006 Winter Simulation Conference.
[21] Noel A Cressie,et al. Statistics for Spatial Data. , 1992 .
[22] Pierre Goovaerts,et al. Adaptive Experimental Design Applied to Ergonomics Testing Procedure , 2002, DAC 2002.
[23] Shapour Azarm,et al. An accumulative error based adaptive design of experiments for offline metamodeling , 2009 .
[24] Donald R. Jones,et al. A Taxonomy of Global Optimization Methods Based on Response Surfaces , 2001, J. Glob. Optim..
[25] Vikrant Aute,et al. CoilDesigner: a general-purpose simulation and design tool for air-to-refrigerant heat exchangers , 2006 .
[26] T. Simpson,et al. Comparative studies of metamodeling techniques under multiple modeling criteria , 2000 .
[27] M. E. Johnson,et al. Minimax and maximin distance designs , 1990 .
[28] Victor Picheny,et al. Adaptive Designs of Experiments for Accurate Approximation of a Target Region , 2010 .
[29] Raphael T. Haftka,et al. Performance Estimate and Simultaneous Application of Multiple Surrogates , 2006 .
[30] Cristina H. Amon,et al. On Adaptive Sampling for Single and Multi-Response Bayesian Surrogate Models , 2006, DAC 2006.
[31] Yong Zhang,et al. Uniform Design: Theory and Application , 2000, Technometrics.
[32] Armin Iske,et al. Hierarchical Nonlinear Approximation for Experimental Design and Statistical Data Fitting , 2007, SIAM J. Sci. Comput..
[33] Donald E. Myers,et al. Basic Linear Geostatistics , 1998, Technometrics.
[34] Jay D. Martin,et al. Improving the Performance of Visual Steering Commands for Multi-Dimensional Trade Space Exploration , 2008, DAC 2008.
[35] Mike Rees,et al. 5. Statistics for Spatial Data , 1993 .
[36] Jack P. C. Kleijnen,et al. Application-driven sequential designs for simulation experiments: Kriging metamodelling , 2004, J. Oper. Res. Soc..
[37] Shapour Azarm,et al. Bayesian meta‐modelling of engineering design simulations: a sequential approach with adaptation to irregularities in the response behaviour , 2005 .
[38] T. Simpson,et al. Comparative studies of metamodelling techniques under multiple modelling criteria , 2001 .
[39] Douglas C. Montgomery,et al. Response Surface Methodology: Process and Product Optimization Using Designed Experiments , 1995 .
[40] Marcus Pettersson,et al. Adaptive Complex Method for Efficient Design Optimization , 2007, DAC 2007.
[41] Randal J. Barnes,et al. Infill sampling criteria to locate extremes , 1995 .
[42] Farrokh Mistree,et al. Sequential Metamodeling in Engineering Design , 2004 .
[43] Warren M. Rohsenow,et al. Heat Mass and Momentum Transfer , 1961 .
[44] Reinhard Radermacher,et al. Approximation-Assisted Optimization for Novel Compact Heat Exchanger Designs , 2010 .
[45] Urmila M. Diwekar,et al. An efficient sampling technique for off-line quality control , 1997 .
[46] Sundar Krishnamurty,et al. A Clustering-Based Surrogate Model Updating Approach to Simulation-Based Engineering Design , 2008 .
[47] G. Gary Wang,et al. Review of Metamodeling Techniques in Support of Engineering Design Optimization , 2007 .
[48] Farrokh Mistree,et al. A Sequential Exploratory Experimental Design Method: Development of Appropriate Empirical Models in Design , 2004, DAC 2004.