references.bib

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@inproceedings{kennedy1997discrete,
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@book{yang2010engineering,
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@article{blackwell2011study,
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}

@book{engelbrecht2007computational,
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@misc{pyswarms.discrete, 
title={pyswarms.discrete package}, 
author={Lester, James V.},
year={2017},
url={https://pyswarms.readthedocs.io/en/latest/api/pyswarms.discrete.html}, 
journal={pyswarms.discrete package - PySwarms 1.3.0 documentation}
}

@inproceedings{shi1998modified,
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}

@phdthesis{van2007analysis,
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  author={Van Den Bergh, Frans and others},
  year={2007},
  school={University of Pretoria}
}

@article{alfi2011intelligent,
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  number={10},
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}

@inproceedings{aminian2013novel,
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  booktitle={2013 13th Iranian Conference on Fuzzy Systems (IFSC)},
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  organization={IEEE}
}

@article{cai2009predicted,
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}

@inproceedings{chen2010simplified,
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  organization={IEEE}
}

@inproceedings{bratton2007defining,
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  booktitle={2007 IEEE swarm intelligence symposium},
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  year={2007},
  organization={IEEE}
}

@article{fan2002modification,
  title={A modification to particle swarm optimization algorithm},
  author={Fan, Huiyuan},
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@article{ni2013new,
  title={A new logistic dynamic particle swarm optimization algorithm based on random topology},
  author={Ni, Qingjian and Deng, Jianming},
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}

@article{lim2014particle,
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  author={Lim, Wei Hong and Isa, Nor Ashidi Mat},
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}

@inproceedings{hu2002multiobjective,
  title={Multiobjective optimization using dynamic neighborhood particle swarm optimization},
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  volume={2},
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  year={2002},
  organization={Ieee}
}

@article{coello2004handling,
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  year={2004},
  publisher={IEEE}
}


@article{parsopoulos2002particle,
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}

@inproceedings{hu2002solving,
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  booktitle={Proceedings of the sixth world multiconference on systemics, cybernetics and informatics},
  volume={5},
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}

@article{yang2011particle,
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  author={Yang, Hong},
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}

@inproceedings{dang2012selection,
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  author={Dang-she, Wang and Hai-jiao, Wang and Jian-ke, Zhang},
  booktitle={2012 International Conference on Industrial Control and Electronics Engineering},
  pages={776--780},
  year={2012},
  organization={IEEE}
}

@misc{irfan_2021VJ, 
title={quazi-irfan/Julia_PSO_GSoC21}, url={https://www.github.com/quazi-irfan/Julia_PSO_GSoC21/blob/master/vanillaPSO.jl}, 
journal={GitHub}, 
author={Irfan, Quazi}, 
year={2021}
}

@misc{irfan_2021OJ, 
title={quazi-irfan/Julia_PSO_GSoC21}, url={https://www.github.com/quazi-irfan/Julia_PSO_GSoC21/blob/master/optimPSO.jl},
journal={GitHub}, 
author={Irfan, Quazi}, 
year={2021}
}

@inproceedings{brits2002solving,
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  author={Brits, R and Engelbrecht, AP and Van den Bergh, F},
  booktitle={IEEE International Conference on Systems, Man and Cybernetics},
  volume={3},
  pages={6--pp},
  year={2002},
  organization={IEEE}
}

@article{parsopoulos2002initializing,
  title={Initializing the particle swarm optimizer using the nonlinear simplex method},
  author={Parsopoulos, KE and Vrahatis, MN},
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  volume={216},
  pages={1--6},
  year={2002},
  publisher={Citeseer}
}

@inproceedings{gehlhaar1996tunig,
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@inproceedings{kennedy1999small,
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  author={Kennedy, James},
  booktitle={Proceedings of the 1999 congress on evolutionary computation-CEC99 (Cat. No. 99TH8406)},
  volume={3},
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  organization={IEEE}
}

@incollection{omran2004image,
  title={Image classification using particle swarm optimization},
  author={Omran, Mahamed G and Engelbrecht, Andries P and Salman, Ayed},
  booktitle={Recent advances in simulated evolution and learning},
  pages={347--365},
  year={2004},
  publisher={World Scientific}
}

@inproceedings{clerc1999swarm,
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  author={Clerc, Maurice},
  booktitle={Proceedings of the 1999 congress on evolutionary computation-CEC99 (Cat. No. 99TH8406)},
  volume={3},
  pages={1951--1957},
  year={1999},
  organization={IEEE}
}

@inproceedings{carlisle2000adapting,
  title={Adapting particle swarm optimization to dynamic environments},
  author={Carlisle, Anthony and Dozier, Gerry},
  booktitle={International conference on artificial intelligence},
  volume={1},
  pages={429--434},
  year={2000},
  organization={Citeseer}
}

@inproceedings{kennedy1997particle,
  title={The particle swarm: social adaptation of knowledge},
  author={Kennedy, James},
  booktitle={Proceedings of 1997 IEEE International Conference on Evolutionary Computation (ICEC'97)},
  pages={303--308},
  year={1997},
  organization={IEEE}
}



@inproceedings{bergh2001effects,
  title={Effects of swarm size on cooperative particle swarm optimisers},
  author={Bergh, F van den and Engelbrecht, Andries P},
  booktitle={Proceedings of the 3rd annual conference on genetic and evolutionary computation},
  pages={892--899},
  year={2001}
}


@inproceedings{ratnaweera2002particle,
  title={Particle swarm optimization with self-adaptive acceleration coefficients},
  author={Ratnaweera, Asanga},
  booktitle={Proc. Int'l Conf. Fuzzy Syst. \& Knowledge Discovery (FSKD 2002), Singapore, Nov.},
  volume={1},
  pages={264--268},
  year={2002}
}

@article{trelea2003particle,
  title={The particle swarm optimization algorithm: convergence analysis and parameter selection},
  author={Trelea, Ioan Cristian},
  journal={Information processing letters},
  volume={85},
  number={6},
  pages={317--325},
  year={2003},
  publisher={Elsevier}
}

@inproceedings{suganthan1999particle,
  title={Particle swarm optimiser with neighbourhood operator},
  author={Suganthan, Ponnuthurai N},
  booktitle={Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406)},
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  pages={1958--1962},
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}

@inproceedings{abdelbar2003swarm,
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  author={Abdelbar, Ashraf M and Abdelshahid, S},
  booktitle={The 2003 Congress on Evolutionary Computation, 2003. CEC'03.},
  volume={2},
  pages={777--782},
  year={2003},
  organization={IEEE}
}

@inproceedings{angeline1998using,
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@inproceedings{higashi2003particle,
  title={Particle swarm optimization with Gaussian mutation},
  author={Higashi, Natsuki and Iba, Hitoshi},
  booktitle={Proceedings of the 2003 IEEE Swarm Intelligence Symposium. SIS'03 (Cat. No. 03EX706)},
  pages={72--79},
  year={2003},
  organization={IEEE}
}

@inproceedings{miranda2002epso,
  title={EPSO-best-of-two-worlds meta-heuristic applied to power system problems},
  author={Miranda, Vladimiro and Fonseca, Nuno},
  booktitle={Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No. 02Th8600)},
  volume={2},
  pages={1080--1085},
  year={2002},
  organization={IEEE}
}

@article{yao1996fast,
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@inproceedings{al2002multi,
  title={Multi-phase generalization of the particle swarm optimization algorithm},
  author={Al-Kazemi, Buthainah and Mohan, Chilukuri K},
  booktitle={Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No. 02TH8600)},
  volume={1},
  pages={489--494},
  year={2002},
  organization={IEEE}
}

@misc{irfan_2021R, 
title={quazi-irfan/Julia_PSO_GSoC21},
url={https://github.com/quazi-irfan/Julia_PSO_GSoC21/blob/master/inertiaPSO.r}, 
journal={GitHub}, 
author={Irfan, Quazi}, 
year={2021}}

@misc{irfan_2021P, 
title={quazi-irfan/Julia_PSO_GSoC21},
url={https://github.com/quazi-irfan/Julia_PSO_GSoC21/blob/master/variantPSO.py}, 
journal={GitHub}, 
author={Irfan, Quazi}, 
year={2021}}

@inproceedings{irfan2018building,
  title={Building an exoskeleton glove on virtual reality platform},
  author={Irfan, Quazi and Jensen, Calvin and Ni, Zhen and Hietpas, Steven},
  booktitle={2018 IEEE International Conference on Electro/Information Technology (EIT)},
  pages={0645--0650},
  year={2018},
  organization={IEEE}
}

@misc{quazi_2021, title={quazi-irfan/Mini-Ada-Compiler}, url={https://github.com/quazi-irfan/Mini-Ada-Compiler}, journal={GitHub}, author={Quazi}, year={2021}}

@misc{irfan, title={quazi-irfan/RoverMapping}, url={https://github.com/quazi-irfan/RoverMapping}, journal={GitHub}, author={Irfan, Quazi}}

@misc{ohara, url={https://www.kthohr.com/optimlib.html}, journal={OptimLib}, author={O'Hara, Keith}}

@ARTICLE{pymoo,
    author={J. {Blank} and K. {Deb}},
    journal={IEEE Access},
    title={Pymoo: Multi-Objective Optimization in Python},
    year={2020},
    volume={8},
    number={},
    pages={89497-89509},
}

@article{Biscani2020,
  doi = {10.21105/joss.02338},
  url = {https://doi.org/10.21105/joss.02338},
  year = {2020},
  publisher = {The Open Journal},
  volume = {5},
  number = {53},
  pages = {2338},
  author = {Francesco Biscani and Dario Izzo},
  title = {A parallel global multiobjective framework for optimization: pagmo},
  journal = {Journal of Open Source Software}
}

@unpublished{clerc:hal-00764996,
  TITLE = {{Standard Particle Swarm Optimisation}},
  AUTHOR = {Clerc, Maurice},
  URL = {https://hal.archives-ouvertes.fr/hal-00764996},
  NOTE = {15 pages},
  YEAR = {2012},
  MONTH = Sep,
  KEYWORDS = {particle swarm ; optimisation},
  PDF = {https://hal.archives-ouvertes.fr/hal-00764996/file/SPSO_descriptions.pdf},
  HAL_ID = {hal-00764996},
  HAL_VERSION = {v1},
}

  @Manual{automl,
    title = {automl: Deep Learning with Metaheuristic},
    author = {Alex Boulangé},
    year = {2020},
    note = {R package version 1.3.2},
    url = {https://CRAN.R-project.org/package=automl},
  }
  
  @Manual{metaheuristicOpt,
    title = {metaheuristicOpt: Metaheuristic for Optimization},
    author = {Lala {Septem Riza} and {Iip} and Eddy {Prasetyo Nugroho} and Muhammad Bima {Adi Prabowo} and Enjun Junaeti and Ade Gafar Abdullah},
    year = {2019},
    note = {R package version 2.0.0},
    url = {https://CRAN.R-project.org/package=metaheuristicOpt},
  }
  
@InProceedings{10.1007/978-3-642-15461-4_2,
author="Borckmans, Pierre B.
and Ishteva, Mariya
and Absil, Pierre-Antoine",
editor="Dorigo, Marco
and Birattari, Mauro
and Di Caro, Gianni A.
and Doursat, Ren{\'e}
and Engelbrecht, Andries P.
and Floreano, Dario
and Gambardella, Luca Maria
and Gro{\ss}, Roderich
and {\c{S}}ahin, Erol
and Sayama, Hiroki
and St{\"u}tzle, Thomas",
title="A Modified Particle Swarm Optimization Algorithm for the Best Low Multilinear Rank Approximation of Higher-Order Tensors ",
booktitle="Swarm Intelligence",
year="2010",
publisher="Springer Berlin Heidelberg",
address="Berlin, Heidelberg",
pages="13--23"
}

@Manual{automlpso,
title = {automl: PSO hyperparameter tuning},
author = {Alex Boulangé},
year = {2020},
note = {R package version 1.3.2},
url = {https://aboulaboul.github.io/automl/articles/automl.html#x1-80000.2.5},
}
  
@Manual{scipy,
title = {Optimization scipy optimize},
author = {Scipy community},
year = {2020},
note = {R package version 1.3.2},
url = {https://docs.scipy.org/doc/scipy/reference/tutorial/optimize.html},
journal={Optimization (scipy.optimize) - SciPy v1.6.2 Reference Guide}
}

@misc{irfan_2021OMLJ, 
title={quazi-irfan/Julia_PSO_GSoC21}, url={https://www.github.com/quazi-irfan/Julia_PSO_GSoC21/blob/master/MLJ.jl},
journal={GitHub}, 
author={Irfan, Quazi}, 
year={2021}
}

@misc{turing, title={alan-turing-institute/MLJTuning.jl}, url={https://github.com/alan-turing-institute/MLJTuning.jl}, journal={GitHub}, author={Turing, Alan}}