Accurate modeling of antennas using variable-fidelity EM simulations and co-kriging
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Tom Dhaene | Ivo Couckuyt | Slawomir Koziel | Stanislav Ogurtsov | I. Couckuyt | T. Dhaene | S. Koziel | S. Ogurtsov
[1] Jack P. C. Kleijnen,et al. Kriging Metamodeling in Simulation: A Review , 2007, Eur. J. Oper. Res..
[2] M.C.E. Yagoub,et al. Efficient analytical formulation and sensitivity analysis of neuro-space mapping for nonlinear microwave device modeling , 2005, IEEE Transactions on Microwave Theory and Techniques.
[3] Andy J. Keane,et al. Recent advances in surrogate-based optimization , 2009 .
[4] M.C.E. Yagoub,et al. Neuro-Space Mapping technique for nonlinear device modeling and large signal simulation , 2003, IEEE MTT-S International Microwave Symposium Digest, 2003.
[5] Bernhard Schölkopf,et al. A tutorial on support vector regression , 2004, Stat. Comput..
[6] Lei Xia,et al. Support Vector Regression Model for Millimeter Wave Transitions , 2007 .
[7] Qi-Jun Zhang,et al. Neural Network Inverse Modeling and Applications to Microwave Filter Design , 2008, IEEE Transactions on Microwave Theory and Techniques.
[8] Christos Christodoulou,et al. Support Vector Machines for Antenna Array Processing and Electromagnetics , 2006, Support Vector Machines for Antenna Array Processing and Electromagnetics.
[9] Raafat R. Mansour,et al. Computer-aided tuning of microwave filters using fuzzy logic , 2002 .
[10] Timothy W. Simpson,et al. Metamodels for Computer-based Engineering Design: Survey and recommendations , 2001, Engineering with Computers.
[11] T.G. Spence,et al. A Novel Miniature Broadband/Multiband Antenna Based on an End-Loaded Planar Open-Sleeve Dipole , 2006, IEEE Transactions on Antennas and Propagation.
[12] Piet Demeester,et al. A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design , 2010, J. Mach. Learn. Res..
[13] M. Mongiardo,et al. A neural network model for CAD and optimization of microwave filters , 1998, 1998 IEEE MTT-S International Microwave Symposium Digest (Cat. No.98CH36192).
[14] A. O'Hagan,et al. Predicting the output from a complex computer code when fast approximations are available , 2000 .
[15] S. Safavi-Naeini,et al. ACCELERATED ANTENNA DESIGN METHODOLOGY EXPLOITING PARAMETERIZED CAUCHY MODELS , 2009 .