Space mapping with inverse difference technique for reconfigurable antenna design problem

作者: Murat Simsek , Ashrf Aoad

DOI: 10.1109/NEMO.2015.7415072

关键词:

摘要: In surrogate based optimization techniques, time consuming but accurate fine model is used along with less fast coarse to reduce the overall computational effort. this work, space mapping inverse difference technique that one of techniques on applied antenna design problem. This provides efficient strategy effort while improving convergence. Inverse constituted in terms knowledge obtained by input and output problem space. addition feed forward multi layer perceptron can generate necessary form from instead parameter extraction process for same knowledge. The efficiency will be demonstrated reconfigurable example its convergence accuracy.

参考文章(11)
Murat Şimsek, N. Serap Şengör, Solving Inverse Problems by Space Mapping with Inverse Difference Method Springer, Berlin, Heidelberg. pp. 453- 460 ,(2010) , 10.1007/978-3-642-12294-1_56
Murat Simsek, Neslihan Serap Sengor, The Efficiency of Difference Mapping in Space Mapping-Based Optimization Springer, New York, NY. pp. 99- 120 ,(2013) , 10.1007/978-1-4614-7551-4_5
Murat Simsek, Knowledge Based Three-Step Modeling Strategy Exploiting Artificial Neural Network Solving Computationally Expensive Engineering Problems. pp. 219- 239 ,(2014) , 10.1007/978-3-319-08985-0_9
Q. J. Zhang, K. C. Gupta, Neural Networks for RF and Microwave Design ,(2000)
Murat Simsek, N. Serap Sengor, A knowledge‐based neuromodeling using space mapping technique: Compound space mapping‐based neuromodeling International Journal of Numerical Modelling-electronic Networks Devices and Fields. ,vol. 21, pp. 133- 149 ,(2008) , 10.1002/JNM.656
Murat Simsek, Qi Jun Zhang, Humayun Kabir, Yazi Cao, Neslihan Serap Sengor, The recent developments in microwave design International Journal of Mathematical Modelling and Numerical Optimisation. ,vol. 2, pp. 213- 228 ,(2011) , 10.1504/IJMMNO.2011.039429
Murat Simsek, Necmi Serkan Tezel, The Reconstruction of Shape and Impedance Exploiting Space Mapping With Inverse Difference Method IEEE Transactions on Antennas and Propagation. ,vol. 60, pp. 1868- 1877 ,(2012) , 10.1109/TAP.2012.2186225
J.W. Bandler, Q.S. Cheng, S.A. Dakroury, A.S. Mohamed, M.H. Bakr, K. Madsen, J. Sondergaard, Space mapping: the state of the art IEEE Transactions on Microwave Theory and Techniques. ,vol. 52, pp. 337- 361 ,(2004) , 10.1109/TMTT.2003.820904