An Efficient Method for Antenna Design Optimization Based on Evolutionary Computation and Machine Learning Techniques
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: 2014DOI: 10.1109/TAP.2013.2283605
Keyword(s): Gaussian processes,antennas,evolutionary computation,particle swarm optimisation,EM simulations,Gaussian process surrogate model,SADEA,antenna design optimization,antenna synthesis,complex antennas,electromagnetic design problems,evolutionary algorithms,evolutionary computation field,machine learning techniques,particle swarm optimization,surrogate model assisted differential evolution,surrogate model aware evolutionary search mechanism,Antennas,Computational modeling,Database
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An Efficient Method for Antenna Design Optimization Based on Evolutionary Computation and Machine Learning Techniques
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| contributor author | Bo Liu | |
| contributor author | Aliakbarian, Hadi | |
| contributor author | Zhongkun Ma | |
| contributor author | Vandenbosch, Guy /A/. E. | |
| contributor author | Gielen, G. | |
| contributor author | Excell, Peter | |
| date accessioned | 2020-03-12T18:28:51Z | |
| date available | 2020-03-12T18:28:51Z | |
| date issued | 2014 | |
| identifier issn | 0018-926X | |
| identifier other | 6612668.pdf | |
| identifier uri | http://libsearch.um.ac.ir:80/fum/handle/fum/959928?locale-attribute=en | |
| format | general | |
| language | English | |
| publisher | IEEE | |
| title | An Efficient Method for Antenna Design Optimization Based on Evolutionary Computation and Machine Learning Techniques | |
| type | Journal Paper | |
| contenttype | Metadata Only | |
| identifier padid | 7992552 | |
| subject keywords | Gaussian processes | |
| subject keywords | antennas | |
| subject keywords | evolutionary computation | |
| subject keywords | particle swarm optimisation | |
| subject keywords | EM simulations | |
| subject keywords | Gaussian process surrogate model | |
| subject keywords | SADEA | |
| subject keywords | antenna design optimization | |
| subject keywords | antenna synthesis | |
| subject keywords | complex antennas | |
| subject keywords | electromagnetic design problems | |
| subject keywords | evolutionary algorithms | |
| subject keywords | evolutionary computation field | |
| subject keywords | machine learning techniques | |
| subject keywords | particle swarm optimization | |
| subject keywords | surrogate model assisted differential evolution | |
| subject keywords | surrogate model aware evolutionary search mechanism | |
| subject keywords | Antennas | |
| subject keywords | Computational modeling | |
| subject keywords | Database | |
| identifier doi | 10.1109/TAP.2013.2283605 | |
| journal title | Antennas and Propagation, IEEE Transactions on | |
| journal volume | 62 | |
| journal issue | 1 | |
| filesize | 1599097 | |
| citations | 1 |