Singh P; van der Herten J; Deschrijver D; Couckuyt I; Dhaene T
A sequential sampling strategy for adaptive classification of computationally expensive data Journal Article
In: Structural and Multidisciplinary Optimization, vol. 55, no. 4, pp. 1425–1438, 2017.
@article{singh2017sequential,
title = {A sequential sampling strategy for adaptive classification of computationally expensive data},
author = {Prashant Singh and Joachim van der Herten and Dirk Deschrijver and Ivo Couckuyt and Tom Dhaene},
url = {https://link.springer.com/article/10.1007/s00158-016-1584-1
https://users.ugent.be/~didschri/papers/2017_04_Springer_SMO.pdf
},
doi = {https://doi.org/10.1007/s00158-016-1584-1},
year = {2017},
date = {2017-01-01},
urldate = {2017-01-01},
journal = {Structural and Multidisciplinary Optimization},
volume = {55},
number = {4},
pages = {1425--1438},
publisher = {Springer Berlin Heidelberg},
keywords = {Classification, Inverse Problem, Optimization, Sampling, Surrogate Modeling},
pubstate = {published},
tppubtype = {article}
}
Singh P; Claeys T; Vandenbosch G A; Pissoort D
Automated line-based sequential sampling and modeling algorithm for EMC near-field scanning Journal Article
In: IEEE Transactions on Electromagnetic Compatibility, vol. 59, no. 2, pp. 704–709, 2016.
@article{singh2016automated,
title = {Automated line-based sequential sampling and modeling algorithm for EMC near-field scanning},
author = {Prashant Singh and Tim Claeys and Guy AE Vandenbosch and Davy Pissoort},
url = {https://ieeexplore.ieee.org/abstract/document/7776759
https://lirias.kuleuven.be/retrieve/639699},
doi = {https://doi.org/10.1109/TEMC.2016.2632741},
year = {2016},
date = {2016-01-01},
urldate = {2016-01-01},
journal = {IEEE Transactions on Electromagnetic Compatibility},
volume = {59},
number = {2},
pages = {704--709},
publisher = {IEEE},
keywords = {Optimization, Sampling, Surrogate Modeling},
pubstate = {published},
tppubtype = {article}
}
Singh P
Design of experiments for model-based optimization PhD Thesis
Ghent University, 2016.
@phdthesis{singh2016design,
title = {Design of experiments for model-based optimization},
author = {Prashant Singh},
url = {https://biblio.ugent.be/publication/7223691/file/7223692},
year = {2016},
date = {2016-01-01},
urldate = {2016-01-01},
school = {Ghent University},
keywords = {Optimization, Sampling, Surrogate Modeling},
pubstate = {published},
tppubtype = {phdthesis}
}
Gong X; Trogh J; Braet Q; Tanghe E; Singh P; Plets D; Hoebeke J; Deschrijver D; Dhaene T; Martens L; others
Measurement-based wireless network planning, monitoring, and reconfiguration solution for robust radio communications in indoor factories Journal Article
In: IET Science, Measurement & Technology, vol. 10, no. 4, pp. 375–382, 2016.
@article{gong2016measurement,
title = {Measurement-based wireless network planning, monitoring, and reconfiguration solution for robust radio communications in indoor factories},
author = {Xu Gong and Jens Trogh and Quentin Braet and Emmeric Tanghe and Prashant Singh and David Plets and Jeroen Hoebeke and Dirk Deschrijver and Tom Dhaene and Luc Martens and others},
url = {https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/iet-smt.2015.0213
https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/iet-smt.2015.0213},
doi = {https://doi.org/10.1049/iet-smt.2015.0213},
year = {2016},
date = {2016-01-01},
urldate = {2016-01-01},
journal = {IET Science, Measurement & Technology},
volume = {10},
number = {4},
pages = {375--382},
publisher = {The Institution of Engineering and Technology},
keywords = {Optimization, Sampling, Surrogate Modeling},
pubstate = {published},
tppubtype = {article}
}
Singh P; Couckuyt I; Elsayed K; Deschrijver D; Dhaene T
Shape optimization of a cyclone separator using multi-objective surrogate-based optimization Journal Article
In: Applied Mathematical Modelling, vol. 40, no. 5-6, pp. 4248–4259, 2016.
@article{singh2016shape,
title = {Shape optimization of a cyclone separator using multi-objective surrogate-based optimization},
author = {Prashant Singh and Ivo Couckuyt and Khairy Elsayed and Dirk Deschrijver and Tom Dhaene},
url = {https://www.sciencedirect.com/science/article/pii/S0307904X15007210
http://sumo.intec.ugent.be/sites/default/files/dirk_pubs/2016_03_Elsevier_APM.pdf},
doi = {https://doi.org/10.1016/j.apm.2015.11.007},
year = {2016},
date = {2016-01-01},
urldate = {2016-01-01},
journal = {Applied Mathematical Modelling},
volume = {40},
number = {5-6},
pages = {4248--4259},
publisher = {Elsevier},
keywords = {Optimization, Sampling, Surrogate Modeling},
pubstate = {published},
tppubtype = {article}
}
Vermeeren G; Singh P; Aerts S; Deschrijver D; Dhaene T; Joseph W; Martens L
Surrogate-based fast peak mass-averaged SAR assessment Proceedings Article
In: Annual Meeting of the Bioelectromagnetics Society and the European BioElectromagnetics Association (BioEM 2015), pp. 135–137, 2015.
@inproceedings{vermeeren2015surrogate,
title = {Surrogate-based fast peak mass-averaged SAR assessment},
author = {Günter Vermeeren and Prashant Singh and Sam Aerts and Dirk Deschrijver and Tom Dhaene and Wout Joseph and Luc Martens},
url = {https://biblio.ugent.be/publication/7257304/file/7257373.pdf},
year = {2015},
date = {2015-01-01},
urldate = {2015-01-01},
booktitle = {Annual Meeting of the Bioelectromagnetics Society and the European BioElectromagnetics Association (BioEM 2015)},
pages = {135--137},
keywords = {Inverse Problem, Optimization, Sampling, Surrogate Modeling},
pubstate = {published},
tppubtype = {inproceedings}
}
Singh P; Couckuyt I; Ferranti F; Dhaene T
A constrained multi-objective surrogate-based optimization algorithm Proceedings Article
In: 2014 IEEE Congress on Evolutionary Computation (CEC), pp. 3080–3087, IEEE 2014.
@inproceedings{singh2014constrained,
title = {A constrained multi-objective surrogate-based optimization algorithm},
author = {Prashant Singh and Ivo Couckuyt and Francesco Ferranti and Tom Dhaene},
url = {https://ieeexplore.ieee.org/abstract/document/6900581
https://biblio.ugent.be/publication/5733039/file/5733050.pdf},
doi = {https://doi.org/10.1109/CEC.2014.6900581},
year = {2014},
date = {2014-01-01},
urldate = {2014-01-01},
booktitle = {2014 IEEE Congress on Evolutionary Computation (CEC)},
pages = {3080--3087},
organization = {IEEE},
keywords = {Optimization, Sampling, Surrogate Modeling},
pubstate = {published},
tppubtype = {inproceedings}
}
Singh P; Ferranti F; Deschrijver D; Couckuyt I; Dhaene T
Classification aided domain reduction for high dimensional optimization Proceedings Article
In: Proceedings of the Winter Simulation Conference 2014, pp. 3928–3939, IEEE 2014.
@inproceedings{singh2014classification,
title = {Classification aided domain reduction for high dimensional optimization},
author = {Prashant Singh and Francesco Ferranti and Dirk Deschrijver and Ivo Couckuyt and Tom Dhaene},
url = {https://ieeexplore.ieee.org/abstract/document/7020218
https://biblio.ugent.be/publication/5955500/file/5955522},
doi = {https://doi.org/10.1109/WSC.2014.7020218},
year = {2014},
date = {2014-01-01},
urldate = {2014-01-01},
booktitle = {Proceedings of the Winter Simulation Conference 2014},
pages = {3928--3939},
organization = {IEEE},
keywords = {Classification, Optimization, Sampling, Surrogate Modeling},
pubstate = {published},
tppubtype = {inproceedings}
}
Singh P; Deschrijver D; Pissoort D; Dhaene T
Accurate hotspot localization by sampling the near-field pattern of electronic devices Journal Article
In: IEEE Transactions on Electromagnetic Compatibility, vol. 55, no. 6, pp. 1365–1368, 2013.
@article{singh2013accurate,
title = {Accurate hotspot localization by sampling the near-field pattern of electronic devices},
author = {Prashant Singh and Dirk Deschrijver and Davy Pissoort and Tom Dhaene},
url = {https://ieeexplore.ieee.org/abstract/document/6522868
https://biblio.ugent.be/publication/4210867/file/4210870.pdf},
doi = {https://doi.org/10.1109/TEMC.2013.2265158},
year = {2013},
date = {2013-01-01},
urldate = {2013-01-01},
journal = {IEEE Transactions on Electromagnetic Compatibility},
volume = {55},
number = {6},
pages = {1365--1368},
publisher = {IEEE},
keywords = {Inverse Problem, Optimization, Sampling},
pubstate = {published},
tppubtype = {article}
}
Singh P; Deschrijver D; Pissoort D; Dhaene T
Efficient measurement procedure for hotspot detection in near-field pattern of electronic devices Proceedings Article
In: BESTCOM Meeting, 2013.
@inproceedings{singh2013efficient,
title = {Efficient measurement procedure for hotspot detection in near-field pattern of electronic devices},
author = {Prashant Singh and Dirk Deschrijver and Davy Pissoort and Tom Dhaene},
url = {https://biblio.ugent.be/publication/4083180/file/4083328.pdf},
year = {2013},
date = {2013-01-01},
urldate = {2013-01-01},
booktitle = {BESTCOM Meeting},
keywords = {Inverse Problem, Optimization, Sampling, Surrogate Modeling},
pubstate = {published},
tppubtype = {inproceedings}
}
Singh P; Deschrijver D; Dhaene T
A balanced sequential design strategy for global surrogate modeling Proceedings Article
In: 2013 Winter Simulations Conference (WSC), pp. 2172–2179, IEEE 2013.
@inproceedings{singh2013balanced,
title = {A balanced sequential design strategy for global surrogate modeling},
author = {Prashant Singh and Dirk Deschrijver and Tom Dhaene},
url = {https://ieeexplore.ieee.org/abstract/document/6721594
https://biblio.ugent.be/publication/4315532/file/4315539},
doi = {https://doi.org/10.1109/WSC.2013.6721594},
year = {2013},
date = {2013-01-01},
urldate = {2013-01-01},
booktitle = {2013 Winter Simulations Conference (WSC)},
pages = {2172--2179},
organization = {IEEE},
keywords = {Optimization, Sampling, Surrogate Modeling},
pubstate = {published},
tppubtype = {inproceedings}
}