Citation Request

Note:

If you want to understand how Metaheuristic is applied to Functional Link Neural Network, you need to read the paper
    titled "A resource usage prediction system using functional-link and genetic algorithm neural network for multivariate cloud metrics".
    The paper can be accessed at the following `this link <https://doi.org/10.1016/j.procs.2020.03.063>`_

Please include these citations if you plan to use this library:

@software{nguyen_van_thieu_2023_8249046,
  author       = {Nguyen Van Thieu},
  title        = {Revolutionizing Functional Link Neural Network by Metaheuristic Algorithms: reflame - A Python Library},
  month        = 11,
  year         = 2023,
  publisher    = {Zenodo},
  doi          = {10.5281/zenodo.8249045},
  url          = {https://github.com/thieu1995/reflame}
}

@article{van2023mealpy,
  title={MEALPY: An open-source library for latest meta-heuristic algorithms in Python},
  author={Van Thieu, Nguyen and Mirjalili, Seyedali},
  journal={Journal of Systems Architecture},
  year={2023},
  publisher={Elsevier},
  doi={10.1016/j.sysarc.2023.102871}
}

@inproceedings{nguyen2019building,
        author = {Thieu Nguyen and Binh Minh Nguyen and Giang Nguyen},
        booktitle = {International Conference on Theory and Applications of Models of Computation},
        organization = {Springer},
        pages = {501--517},
        title = {Building Resource Auto-scaler with Functional-Link Neural Network and Adaptive Bacterial Foraging Optimization},
        year = {2019},
        url={https://doi.org/10.1007/978-3-030-14812-6_31},
        doi={10.1007/978-3-030-14812-6_31}
}

@inproceedings{nguyen2018resource,
        author = {Thieu Nguyen and Nhuan Tran and Binh Minh Nguyen and Giang Nguyen},
        booktitle = {2018 IEEE 11th Conference on Service-Oriented Computing and Applications (SOCA)},
        organization = {IEEE},
        pages = {49--56},
        title = {A Resource Usage Prediction System Using Functional-Link and Genetic Algorithm Neural Network for Multivariate Cloud Metrics},
        year = {2018},
        url={https://doi.org/10.1109/SOCA.2018.00014},
        doi={10.1109/SOCA.2018.00014}
}

```

If you have an open-ended or a research question, you can contact me via nguyenthieu2102@gmail.com

Important links

• Official source code repo: https://github.com/thieu1995/reflame

• Official document: https://reflame.readthedocs.io/

• Download releases: https://pypi.org/project/reflame/

• Issue tracker: https://github.com/thieu1995/reflame/issues

• Notable changes log: https://github.com/thieu1995/reflame/blob/master/ChangeLog.md

• This project also related to our another projects which are “optimization” and “machine learning”, check it here:

  • https://github.com/thieu1995/mealpy

  • https://github.com/thieu1995/metaheuristics

  • https://github.com/thieu1995/opfunu

  • https://github.com/thieu1995/enoppy

  • https://github.com/thieu1995/permetrics

  • https://github.com/thieu1995/MetaCluster

  • https://github.com/thieu1995/pfevaluator

  • https://github.com/thieu1995/intelelm

  • https://github.com/aiir-team

License

The project is licensed under GNU General Public License (GPL) V3 license.