Feasibility analysis of black-box processes using an adaptive sampling Kriging-based method
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[1] Marianthi G. Ierapetritou,et al. Determination of operability limits using simplicial approximation , 2002 .
[2] Browne,et al. Cross-Validation Methods. , 2000, Journal of mathematical psychology.
[3] Christodoulos A. Floudas,et al. Global Optimization in Design under Uncertainty: Feasibility Test and Flexibility Index Problems , 2001 .
[4] Gintaras V. Reklaitis,et al. Modeling and Control of Roller Compaction for Pharmaceutical Manufacturing. Part I: Process Dynamics and Control Framework , 2010, Journal of Pharmaceutical Innovation.
[5] Marianthi G. Ierapetritou,et al. Design Optimization under Parameter Uncertainty for General Black-Box Models , 2002 .
[6] M. Ierapetritou,et al. A kriging method for the solution of nonlinear programs with black‐box functions , 2007 .
[7] Astrid Jourdan,et al. How to repair a second-order surface for computer experiments by Kriging , 2009 .
[8] Timothy W. Simpson,et al. Sampling Strategies for Computer Experiments: Design and Analysis , 2001 .
[9] Marianthi G. Ierapetritou,et al. A Kriging-Based Approach to MINLP Containing Black-Box Models and Noise , 2008 .
[10] Spandan Maiti,et al. Computationally efficient black-box modeling for feasibility analysis , 2010, Comput. Chem. Eng..
[11] Nikolaos V. Sahinidis,et al. Optimization under uncertainty: state-of-the-art and opportunities , 2004, Comput. Chem. Eng..
[12] Donald R. Jones,et al. Efficient Global Optimization of Expensive Black-Box Functions , 1998, J. Glob. Optim..
[13] Noel A. C. Cressie,et al. Statistics for Spatial Data: Cressie/Statistics , 1993 .
[14] Marianthi G. Ierapetritou,et al. A centroid-based sampling strategy for kriging global modeling and optimization , 2009 .
[15] Marianthi G. Ierapetritou,et al. Framework for evaluating the feasibility/operability of nonconvex processes , 2003 .
[16] C. Floudas,et al. Active constraint strategy for flexibility analysis in chemical processes , 1987 .
[17] Ignacio E. Grossmann,et al. Design optimization of stochastic flexibility , 1993 .
[18] Marianthi G. Ierapetritou,et al. Parametric process synthesis for general nonlinear models , 2003, Comput. Chem. Eng..
[19] Marianthi G. Ierapetritou,et al. New Approach for Quantifying Process Feasibility: Convex and 1-D Quasi-Convex Regions , 2001 .
[20] Carl E. Rasmussen,et al. Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.
[21] Marianthi G. Ierapetritou,et al. Feasibility Evaluation of Nonconvex Systems Using Shape Reconstruction Techniques , 2005 .
[22] Jack P. C. Kleijnen,et al. Application-driven sequential designs for simulation experiments: Kriging metamodelling , 2004, J. Oper. Res. Soc..
[23] E. Pistikopoulos,et al. Novel approach for optimal process design under uncertainty , 1995 .
[24] Efstratios N. Pistikopoulos,et al. Uncertainty in process design and operations , 1995 .
[25] Eric Walter,et al. Global optimization of expensive-to-evaluate functions: an empirical comparison of two sampling criteria , 2009, J. Glob. Optim..
[26] Ignacio E. Grossmann,et al. An index for operational flexibility in chemical process design. Part I: Formulation and theory , 1985 .