Hybrid genetic programming with modified conjugate direction search for 3D metamaterial design

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@InProceedings{Manh:2016:ICWITS,

• author = "Linh Ho Manh and Jennifer Rayno and Magdy F. Iskander and Marcelo H. Kobayashi",
• booktitle = "2016 IEEE/ACES International Conference on Wireless Information Technology and Systems (ICWITS) and Applied Computational Electromagnetics (ACES)",
• title = "Hybrid genetic programming with modified conjugate direction search for 3D metamaterial design",
• year = "2016",
• abstract = "Hybridization of Genetic Programming and global low-level optimiser, namely Genetic Algorithm was previously developed. With the aim of improving computational efficiency, conjugate direction search method is modified and proposed as a new low-level optimiser for upper level Genetic Programming. In order to demonstrate computational efficiency, Genetic Programming and two low-level optimisers are employed to design broadband, low frequency ground plane (225 MHz-450 MHz). When applying optimisers on a single processor, preliminary results show that optimised unit cell found by new low level optimiser has a better reflection magnitude (at least 0.8 over the frequency range) than the one found by Genetic Algorithm (as low as 0.25 over the frequency band). Details of proposed method will be presented and discussed in the paper.",
• keywords = "genetic algorithms, genetic programming, conjugate direction search, artificial magnetic conductor, antenna ground plane",
• DOI = "doi:10.1109/ROPACES.2016.7465382",
• month = mar,
• notes = "PhD 17-Dec-2014 Computational Intelligence for Electromagnetic Drives https://www.politesi.polimi.it/handle/10589/98503 Also known as \cite{7465382}",

}

Genetic Programming entries for Linh Ho Manh Jennifer Taylor Rayno Magdy F Iskander Marcelo H Kobayashi

Citations