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