Space Mapping References

2007

A. Kashi, P. Kumar, M. Caron, and V. K. Devabhaktuni, “A space-mapping based CAD methodology for modeling temperature characteristics of combline resonators,” PIERS ONLINE, vol. 3, no. 7, pp. 1139-1143, 2007.

X.J. Zhang and D.G. Fang, “Using circuit model from layout-level synthesis as coarse model in space mapping and its application in modelling low-temperature ceramic cofired radio frequency circuits,” Microwaves, Antennas & Propagation, IET, vol. 1, no. 4, pp. 881-886, Aug. 2007.

L.J. Rogla, J.E. Rayas-Sánchez, V.E. Boria, and J. Carbonell, “EM-based space mapping optimization of left-handed coplanar waveguide filters with split ring resonators,” in IEEE MTT-S Digest, Honolulu, HI, June 2007, pp. 111-114.

G. Crevecoeur, L. Dupre, and R. Van de Walle, “Space mapping optimization of the magnetic circuit of electrical machines including local material degradation,” IEEE Trans. on Magnetics, vol. 43, no 6, pp. 2609-2611, June 2007.

M.F. Pantoja, P.Meincke, and A.R. Bretones, “A hybrid genetic-algorithm space-mapping tool for the optimization of antennas,” IEEE Trans. on Antennas and Propagation, vol 55, no. 3, Part 1, pp. 777-781, March 2007.

T. Laxminidhi and S. Pavan, “Design centering high frequency integrated continuous-time filters,” in IEEE International Symposium on Circuits and Systems (ISCAS), New Orleans, LA, May 2007, pp. 1939-1942.

T. Laxminidhi and S. Pavan, “Efficient design centering of high-frequency integrated continuous-time filters,” IEEE Trans. on Circuits and Systems I: Fundamental Theory and Applications, vol. 54, no. 7, pp. 1481-1488, July 2007.

N. Arbabi, M. Najmabadi, V. Devabhaktuni, and M. Yagoub, “A new SQP based space-mapping algorithm for on-chip spiral inductor optimization,” in Canadian Conference on Electrical and Computer Engineering (CCECE), Vancouver, BC, Canada, April 2007, pp. 99-102.

A. Pallotta, F. Pidala, L. Labate, and A. Moscatelli, “Quad-band GSM silicon PA module on LTCC embedding a coupler-based RF power controller,” in IEEE MTT-S Digest, Honolulu, HI, June 2007, pp. 163-166.

2006

J.E. Rayas-Sánchez and V. Gutiérrez-Ayala, “EM-based Monte Carlo analysis and yield prediction of microwave circuits using linear-input neural-output Space Mapping,” IEEE Trans. Microwave Theory Tech., vol. 54, no. 12, pp. 4528-4537, Dec. 2006.

L. Encica, D. Echeverra, E.A. Lomonova, A.J.A. Vandenput, P.W. Hemker, and D. Lahaye, “Efficient optimal design of electromagnetic actuators using space-mapping,” Structural and Multidisciplinary Optimization Journal, to be published (available online).

L. Encica, J. Makarovic, E.A. Lomonova, and A.J.A. Vandenput, “Space mapping optimization of a cylindrical voice coil actuator,” IEEE Trans. on Industry Applications, vol. 42, issue 6, nov.-dec. 2006, pp. 1437-1444.

J.J.H. Paulides, L. Encica, E.A. Lomonova, and A.J.A. Vandenput, “Design considerations for a semi-active electromagnetic suspension system,” IEEE Trans. on Magnetics, vol. 42, no. 10, pp. 3446-3448, October 2006.

L. Encica, J.J.H. Paulides, E. Lomonova, and A.J.A. Vandenput, “Electromagnetic and thermal design of a linear actuator using output polynomial mapping,” Proc. IEEE Industry Applications Society 41st Annual Meeting (IAS 2006), Tampa, FL, pp. 1-8 (CD), October 8 - 12, 2006.

J.J.H. Paulides, L. Encica, E.A. Lomonova, and A.J.A. Vandenput, “Active roll compensation for automotive applications using a brushless directdrive linear permanent magnet actuator,” Proc. Power Electronics Specialists Conference, Jeju, Korea, pp. 1-6 (CD), June 18 - 22, 2006.

T.D. Robinson, M.S. Eldred, K.E. Willcox, and R. Haimes, “Strategies for multifidelity optimization with variable dimensional hierarchical models,” in Proceedings of the 47th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference (2nd AIAA Multidisciplinary Design Optimization Specialist Conference), Newport, Rhode Island, May 1-4, 2006.

S. Amari, C. LeDrew, and W. Menzel, “Space-mapping optimization of planar coupled-resonator microwave filters,” IEEE Trans. Microwave Theory Tech., vol. 54, no. 5, pp. 2153-2159, May 2006.

L. Encica, J.J.H. Paulides, D. Echeverria, E. Lomonova, and A.J.A. Vandenput, “A framework for efficient automated optimal design of electromagnetic actuator,” 12th Biennial IEEE Conference on Electromagnetic Field Computation (CEFC 2006), Miami, FL, April 30 - May 3, 2006.

M. Dorica and D.D. Giannacopoulos, “Response surface space mapping for electromagnetic optimization,” IEEE Trans. Magn., vol. 42, no. 4, pp. 1123-1126, Apr. 2006.

D. Echeverria, D. Lahaye, L. Encica, E.A. Lomonova, P.W. Hemker, and A.J.A. Vandenput, “Manifold-mapping optimization applied to linear actuator design,” IEEE Trans. Magn., vol. 42, no. 4, pp. 1183-1186, Apr. 2006.

J.E. Rayas-Sánchez and V. Gutiérrez-Ayala, “EM-based statistical analysis and yield estimation using linear-input and neural-output space mapping,” in IEEE MTT-S Digest, San Francisco, CA, June 2006.

Workshop

IEEE MTT-S 2006 International Microwave Symposium Workshop: Microwave component design using space mapping technology

2005

L. Zhang, J.J. Xu, M.C.E. Yagoub, R.T. Ding, and Q.J. Zhang, “Efficient analytical formulation and sensitivity analysis of neuro-space mapping for nonlinear microwave device modeling,” IEEE Trans. Microwave Theory Tech., vol. 53, no. 9, pp. 2752-2767, Sep. 2005.

J.V. Morro, H. Esteban, V.E. Boria, C. Bachiller, and A. Coves, “New multimodel ASM technique for the efficient design of complex microwave circuits,” in IEEE MTT-S Digest, Long Beach, CA, 2005, pp. 1613-1616.

L. Encica, J. Makarovic, E.A. Lomonova and A.J.A Vandenput, “Space mapping optimization of a cylindrical voice coil actuator,” Proc. International Electric Machines and Drives Conference, San Antonio, TX, pp. 1-7 (CD), May 15 - 18, 2005.

L. Encica, D. Echeverria, E.A. Lomonova, A.J.A. Vandenput, P. Hemker and D. Lahaye, “Efficient optimal design of electromagnetic actuators using space-mapping”, Proc. 6th World Congres on Structural and Multidisciplinary Optimization, Rio de Janeiro, Brazil, pp. 1-10 (CD), May 30 - June 3, 2005.

J.V. Morro Ros, P. Soto Pacheco, H. Esteban Gonzalez, V.E. Boria Esbert, C. Bachiller Martin, M. Taroncher Calduch, S. Cogollos Borras, and B. Gimeno Martinez, “Fast automated design of waveguide filters using aggressive space mapping with a new segmentation strategy and a hybrid optimization algorithm,” IEEE Trans. Microwave Theory Tech., vol. 53, no. 4, pp.1130-1142, Apr. 2005.

D. Echeverria, D. Lahaye, L. Encica, and P.W. Hemker, “Optimisation in electromagnetics with the space-mapping technique,” COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, vol. 24, no. 3, pp. 952-966, 2005.

D. Echeverria and P.W. Hemker, “Space mapping and defect correction,” CMAM The International Mathematical Journal Computational Methods in Applied Mathematics, vol. 5, no. 2, pp. 107-136, 2005.

J. E. Rayas-Sánchez, F. Lara-Rojo, and E. Martínez-Guerrero, “A linear inverse space mapping (LISM) algorithm to design linear and nonlinear RF and microwave circuits,” IEEE Trans. Microwave Theory Tech., vol. 53, no. 3, pp. 960-968, Mar. 2005.

Q.-J. Zhang, “Neuro-space mapping for nonlinear electronic device modeling,” Minisymposia on Space Mapping: A Knowledge-Based Engineering Modeling and Optimization Methodology Exploiting Surrogates, SIAM Conference on Optimization (Stockholm, Sweden, May 2005).

D. Echeverria, P. Hemker, and D. Lahaye, “Multi-level optimization with the space-mapping technique,” Minisymposia on Space Mapping: A Knowledge-Based Engineering Modeling and Optimization Methodology Exploiting Surrogates, SIAM Conference on Optimization (Stockholm, Sweden, May 2005).

D. Lahaye and D. Echeverria, “Space-mapping applied to linear actuator design,” Minisymposia on Space Mapping: A Knowledge-Based Engineering Modeling and Optimization Methodology Exploiting Surrogates, SIAM Conference on Optimization (Stockholm, Sweden, May 2005).

F. Pedersen, “Modeling thermally active building components using space mapping,” Minisymposia on Space Mapping: A Knowledge-Based Engineering Modeling and Optimization Methodology Exploiting Surrogates, SIAM Conference on Optimization (Stockholm, Sweden, May 2005).

L. Nielsson, “Optimization using space mapping, with application on contact and impact mechanical problems,” Minisymposia on Space Mapping: A Knowledge-Based Engineering Modeling and Optimization Methodology Exploiting Surrogates, SIAM Conference on Optimization (Stockholm, Sweden, May 2005).

Bibliography

N.V. Queipo, R.T. Haftka, W. Shyy, T. Goel, R. Vaidyanathan, and P.K. Tucker, “Surrogate-based analysis and optimization,” Progress in Aerospace Sciences, vol. 41, pp. 1-28, 2005.

2004

L. Encica, E.A. Lomonova, and A.J.A. Vandenput, “A study of the space mapping approach to the inverse design problem of a coreless actuator,” Proc. 11th International Power Electronics and Motion Control Conference, Riga, Latvia, pp. 1-7 (CD), September 2 - 4, 2004.

J.C. Rautio, “A space mapped model of thick, tightly coupled conductors for planar electromagnetic analysis,” IEEE Microwave Magazine, vol. 5, no. 3, pp. 62-72, Sept. 2004.

J.V. Morro, H. Esteban, V.E. Boria, C. Bachiller, S. Cogollos, and A. Coves, “Efficient automated design of H-plane filters with rounded corners using ASM with a segmentation strategy and hybrid optimization techniques,” IEEE AP-S Digest, Monterey, CA, 2004, pp. 2735-2738.

J. E. Rayas-Sánchez, “Electromagnetics-based design through inverse space mapping techniques,” Workshop on Advances and New Directions in Device Modeling and Design Optimization for Microwave CAD -IEEE MTT-S IMS, Fort Worth, TX, 2004.

Q.J. Zhang, “Neural network-based device modeling and design optimization,” Workshop on Advances and New Directions in Device Modeling and Design Optimization for Microwave CAD, IEEE MTT-S IMS, Fort Worth, TX, 2004.

J.C. Rautio, “Accurate and efficient analysis of large spiral inductors with thick metal and narrow gap using space mapping,” Workshop on Advances and New Directions in Device Modeling and Design Optimization for Microwave CAD, IEEE MTT-S IMS, Fort Worth, TX, 2004.

K.-L. Wu and J. Wang, “Coarse EM modeling of LTCC RF circuits and its applications to optimization design,” Workshop on Advances and New Directions in Device Modeling and Design Optimization for Microwave CAD, IEEE MTT-S IMS, Fort Worth, TX, 2004.

M. Yu,  “EM based “smart” design techniques for filters and multiplexers,” Workshop on Comparison of Modern Filter Design Techniques: Design Fusion, End the Confusion, IEEE MTT-S IMS, Fort Worth, TX, 2004.  

R.R. Mansour, “EM-based synthesis and design techniques for microwave filters,” Workshop on Comparison of Modern Filter Design Techniques: Design Fusion, End the Confusion, IEEE MTT-S IMS, Fort Worth, TX, 2004.

M. A. Ismail, K. G. Engel, and M. Yu, “Multiple space mapping for RF T-switch design,” in IEEE MTT-S Int. Microwave Symp. Dig., Fort Worth , TX , 2004, pp. 1569-1572.

K. Madsen and J. Søndergaard, “Convergence of hybrid space mapping algorithms,” Optimization and Engineering, vol. 5, issue 2, pp. 145-156, 2004.

J.E. Rayas-Sánchez, “EM-Based optimization of microwave circuits using artificial neural networks: the state-of-the-art,” IEEE Trans. Microwave Theory Tech., vol. 52, no. 1, pp. 420-435, Jan. 2004.

J. E. Rayas-Sánchez, F. Lara-Rojo, and E. Martínez-Guerrero, “A linear inverse space mapping algorithm for microwave design in the frequency and transient domains,” in IEEE MTT-S Int. Microwave Symp. Dig., Fort Worth , TX , 2004, pp. 1847-1850.

Bibliography

A.L. Marsden, M. Wang, J.E. Dennis, and P. Moin, “Optimal aeroacoustic shape design using the surrogate management framework,” Optimization and Engineering, vol. 5, pp. 235-262, 2004.

2003

J.E. Rayas-Sánchez, “EM-based optimization of microwave circuits using artificial neural networks,” Workshop on Microwave Component Design Using Optimization Techniques, IEEE MTT-S IMS, Philadelphia, PA, 2003. 

A. Pavio, L. Zhao, R. Lucero, and J. Estes, “Optimization of multi-layer circuits using companion models and space mapping,” Workshop on Microwave Component Design Using Optimization Techniques, IEEE MTT-S IMS, Philadelphia, PA, 2003. 

A. Pavio, R. Lucero, J. Estes, and L. Zhao, “Designing multifunction LTCC modules for communication systems,” Workshop on LTCC Applications and Design/Manufacturing Advancements, IEEE MTT-S IMS, Philadelphia, PA, 2003. 

Z. Cendes, “Concurrent field/circuit optimization of RF circuits,” Workshop on Microwave Component Design Using Optimization Techniques, IEEE MTT-S IMS, Philadelphia, PA, 2003. 

V. Rizzoli, A. Costanzo, F. Mastri, and D. Masotti, “Modern nonlinear techniques for the computer-aided optimization of microwave oscillators and VCO’s,” Workshop on Microwave Component Design Using Optimization Techniques, IEEE MTT-S IMS, Philadelphia, PA, 2003.    

M. Mongiardo, L. Accatino, G. Bertin, and B. Piovano, “Optimization strategies for full-wave design of waveguide components,” Workshop on Microwave Component Design Using Optimization Techniques, IEEE MTT-S IMS, Philadelphia, PA, 2003.    

D. De Zutter, J. De Geest, J. Sercu, T. Dhaene, F. Demuynck, S.Hammadi, and C.P. Huang, “Optimization strategies for planar microwave circuits,” Workshop on Microwave Component Design Using Optimization Techniques, IEEE MTT-S IMS, Philadelphia, PA, 2003.

Q.J. Zhang, “Artificial neural networks,” Workshop on Fundamentals of Nonlinear Behavioral Modeling: Foundations and Applications, IEEE MTT-S IMS, Philadelphia, PA, 2003. 

R. Vahldieck, “An automated diagnosis and tuning technique for CAD and production tuning of microwave filters,” Workshop on Computer-Aided Filter Tuning, IEEE MTT-S IMS, Philadelphia, PA, 2003.

J. V. Morro, H. Esteban, P. Soto, V. E. Boria, C. Bachiller, S. Cogollos, and B. Gimeno, “Automated design of waveguide filters using aggressive space mapping with a segmentation strategy and hybrid optimization techniques,” IEEE MTT-S IMS Digest, Philadelphia, PA, 2003, pp. 1215-1218.

 M.A. Ismail, D. Smith, A. Panariello, Y. Wang, and M. Yu, “EM based design of large-scale dielectric resonator multiplexers by space mapping, IEEE MTT-S IMS Digest, Philadelphia, PA, 2003, pp. 291-294.

 L. Zhang, J. Xu, M.C.E. Yagoub, R. Ding, and Q. Zhang, “Neuro-space mapping technique for nonlinear device modeling and large signal simulation,” IEEE MTT-S IMS Digest, Philadelphia, PA, 2003, pp. 173-176.

V.K. Devabhaktuni, B. Chattaraj, M.C.E. Yagoub, and Q.J. Zhang, “Advanced microwave modeling framework exploiting automatic model generation, knowledge neural networks and space mapping,” IEEE Trans. Microwave Theory Tech., vol. 51, no. 7, pp. 1822-1833, July 2003.

J. Søndergaard, Optimization using surrogate models––by the space mapping technique, Ph.D. Thesis, Informatics and Mathematical Modelling (IMM), Technical University of Denmark (DTU), Lyngby, Denmark, 2003.

L.N. Vicente, “Space mapping: models, sensitivities, and trust-regions methods,” Optimization and Engineering, vol. 4, 2003, pp. 159-175.

G. Gentili, G. Macchiarella, and M. Politi, “A space-mapping technique for the design of comb filters,” 33th European Microwave Conference, Munich , Oct. 2003, pp. 171-173.

T. Jansson, L. Nilsson, and M. Redhe, “Using surrogate models and response surfaces in structural optimization – with application to crashworthiness design and sheet metal forming,” Struct. Multidis. Optim., vol. 25, pp 129-140, 2003.

Bibliography

A. J. Keane, “Wing optimization using design of experiment, response surface, and data fusion methods”, J. Aircraft, vol. 40(4), pp. 741-750, 2003.

2002

A.M. Pavio, J. Estes, and L. Zhao, “The optimization of complex multi-layer microwave circuits using companion models and space mapping techniques,” Workshop on Microwave Component Design Using Space Mapping Methodologies, IEEE MTT-S IMS, Seattle, WA, 2002.

J.-W. Lobeek, “Space mapping in the design of cellular PA output matching circuits,” Workshop on Microwave Component Design Using Space Mapping Methodologies, IEEE MTT-S IMS, Seattle, WA, 2002.

S. Safavi-Naeini, S.K. Chaudhuri, N. Damavandi, and A. Borji, “A multi-level design optimization strategy for complex RF/microwave structures,” Workshop on Microwave Component Design Using Space Mapping Methodologies, IEEE MTT-S IMS, Seattle, WA, 2002.

D. Pelz, “Coupled resonator filter realization by 3D-EM analysis and space mapping,” Workshop on Microwave Component Design Using Space Mapping Methodologies, IEEE MTT-S IMS, Seattle, WA, 2002.

K.-L. Wu, M. Ehlert, and C. Barratt, “An explicit knowledge-embedded space mapping scheme for design of LTCC RF passive circuits,” Workshop on Microwave Component Design Using Space Mapping Methodologies, IEEE MTT-S IMS, Seattle, WA, 2002.

M. Redhe and L. Nilsson, “Using space mapping and surrogate models to optimize vehicle crashworthiness design,” 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Atlanta, GA, 2002, AIAA-2002-5536.

M. Khrizi, S. Safavi-Naeini, S.K. Chadhuri, and R. Sabry, “Computer diagnosis and tuning of RF and microwave filters using model-based parameter estimation,” IEEE Trans. Circuits Syst. I: Fundamental Theory and Applications, vol. 49, no. 9, pp. 1263 1270, Sept. 2002.

V. Devabhaktuni, B. Chattaraj, M.C.E. Yagoub, and Q.J. Zhang, “Advanced microwave modeling framework exploiting automatic model generation, neural networks and space mapping,” IEEE MTT-S Int. Microwave Symp. (Seattle, WA), 2002, pp. 1097-1100.

C. Saboureau, S. Bila, D. Baillargeat, S. Verdeyme, and P. Guillon, “Accurate computer aided design of interdigital filters applying a coupling identification method,” IEEE MTT-S Int. Microwave Symp. (Seattle, WA), 2002, pp. 2089-2092.

P. Harscher, E. Ofli, R. Vahldieck, and S. Amari, “EM-simulator based parameter extraction and optimization technique for microwave and millimeter wave filters,” IEEE MTT-S Int. Microwave Symp. (Seattle, WA), 2002, pp.1113-1116.

P. Draxler, “CAD of integrated passives on printed circuit boards through utilization of multiple material domains,” IEEE MTT-S Int. Microwave Symp. (Seattle, WA), 2002, pp. 2097-2100.

2001

R. Lehmensiek and P. Meyer, “Creating accurate multivariate rational interpolation models of microwave circuits by using efficient adaptive sampling to minimize the number of computational electromagnetic analyses,” IEEE Trans. Microwave Theory Tech., vol. 49, no. 8, pp. 1419-1430, Aug. 2001.

J. Snel, “Space mapping models for RF components,” Workshop on Statistical Design and Modeling Tech. For microwave CAD, 2001 IEEE MTT-S Int. Microwave Symp. (Phoenix, AZ), 2001.

W. Steyn, R. Lehmensiek, P. Meyer, “Integrated CAD procedure for IRIS design in a multi-mode waveguide environment,” IEEE MTT-S Int. Microwave Symp. (Phoenix, AZ), 2001, pp. 1163-1166.

Hong-Soon Choi, D.H. Kim, I.H. Park and S.Y. Hahn, “A new design technique of magnetic systems using space mapping algorithm,” IEEE Trans. Magn., vol. 37, 2001, pp. 3627-3630.

L.N. Vicente, “Space mapping: models, sensitivities, and trust-regions methods,” Tech. report 01-19, August 2001, Dept. of Mathematics, Univ. of Coimbra. Portugal.

Jai-Sheng Hong and M.J. Lancaster, Microstrip Filters For RF/Microwave Applications, New York, NY: John Wiley and Sons, 2001.

F. Pedersen, Advances on the space mapping optimization method, Master Thesis IMM-EKS-2001-35, Informatics and Mathematical Modelling, Technical University of Denmark, 2001.

2000

S.J. Leary, A. Bhaskar and A.J. Keane, “A constraint mapping approach to the structural optimization of an expensive model using surrogates, 1st Int. Workshop on Surrogate Modelling and Space Mapping for Engineering Optimization, Lyngby, Denmark, Nov. 2000.

P. Soto, A. Bergner, J.L. Gomez, V.E. Boria and H. Esteban, “Automated design Of inductivity coupled rectangular waveguide filters using space mapping optimization,” European Congress on Computational Methods in Applied Science And Engineering, Barcelona, Sept. 2000.

Q. J. Zhang and K. C. Gupta, Neural Networks For RF and Microwave Design, Norwood, MA: Artech House Publishers, 2000.

A.R. Conn, N.I.M. Gould and P.L. Toint, Trust-Region Methods, Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) and Mathematical Programming Society (MPS), 2000.

1999

J. Søndergaard, Non-linear optimization using space mapping, Master Thesis, Department of Mathematical Modeling (IMM), Technical University of Denmark (DTU), Lyngby, Denmark, 1999.

A.M. Pavio, “The electromagnetic optimization of microwave circuits using companion models,” Proc. Workshop on Novel Methodologies for Device Modeling and Circuit CAD, IEEE MTT-S Int. Microwave Symp. (Anaheim, CA), 1999.

A.J. Booker, J.E. Dennis, Jr., P.D. Frank, D. B. Serafini, V. Torczon and M.W. Trosset, “A rigorous framework for optimization of expensive functions by surrogates,” Structural Optimization, vol. 17, 1999, pp. 1-13.

1998

P. Burrascano, M.Dionigi, C. Fancelli and M. Mongiardo, “A neural network model for CAD and optimization of microwave filters,” IEEE MTT-S Int. Microwave Symp. Dig. (Baltimore, MD), 1998, pp. 13-16.

S.F. Peik, R.R. Mansour and Y.L. Chow, “Multidimensional cauchy method and adaptive sampling for an accurate microwave circuit modeling,” IEEE Trans. Microwave Theory Tech., vol. 46, 1998, pp. 2364-2371.

V. Torczon and M.W. Trosset, “Using approximations to accelerate engineering design optimization,” Technical Report 98-33, ICASE, Langley Research Center, Hampton, Virginia 23681-2199, 1998.

S. Bila, D. Baillargeat, S. Verdeyme and P. Guillon, “Automated design of microwave devices using full em optimization method,” IEEE MTT-S Int. Microwave Symp. Dig. (Baltimore, MD), 1998, pp. 1771-1774.

N. Alexandrov, J.E. Dennis, Jr., R.M. Lewis and V. Torczon, “A trust region framework for managing the use of approximation models in optimization,” Structural Optimization, vol 15, pp. 16-23, 1998.

1997

N. Jain and P. Onno, “Methods of using commercial electromagnetic simulators for microwave and millimeter-wave circuit design and optimization,” IEEE Trans. Microwave Theory Tech., vol. 45, pp. 724-746, 1997.

S. Ye and R.R. Mansour, “An innovative CAD technique for microstrip filter design,” IEEE Trans. Microwave Theory Tech., vol. 45, pp. 780-786, 1997.

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