Black Widow Optimization Algorithm

Version 1.0.3 (1.99 MB) by Hernan Peraza

A novel bio-inspired meta-heuristic optimization algorithm called Black Widow Optimization Algorithm (BWOA) is presented

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A novel bio-inspired meta-heuristic optimization algorithm called Black Widow Optimization Algorithm (BWOA) is presented. BWOA mimics the spiders' different movement strategies for courtship-mating, guaranteeing the exploration and exploitation of the search space. The optimization results show the reliability of BWOA compared to state-of-the-art meta-heuristic algorithms and show competitive results as a micro-algorithm, opening its future application for an online optimization calculation in low requirement hardware.

Cite this paper as: Peña-Delgado, Adrián F.,Peraza-Vázquez, Hernán, et.al. A Novel Bio-Inspired Algorithm Applied to Selective Harmonic Elimination in a Three-Phase Eleven-Level Inverter. Mathematical Problems in Engineering. (2020). Hindawi.

https://doi.org/10.1155/2020/8856040

Cite As

Peña-Delgado, Adrián F., et al. “A Novel Bio-Inspired Algorithm Applied to Selective Harmonic Elimination in a Three-Phase Eleven-Level Inverter.” Mathematical Problems in Engineering, edited by S. A. Edalatpanah, vol. 2020, Hindawi Limited, Dec. 2020, pp. 1–10, doi:10.1155/2020/8856040.

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Created with R2018b

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Acknowledgements

Inspired: Black widow optimization with a Gaussian mutation algorithm

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BWOA

Version	Published	Release Notes
1.0.3	24 Aug 2021	cite	Download
1.0.2	10 Aug 2021	Description of the algorithm was deleted, the code remains the same	Download
1.0.1	9 Aug 2021	Algorithm clarification	Download
1.0.0	14 Jun 2021		Download

MLA	Peña-Delgado, Adrián F., et al. “A Novel Bio-Inspired Algorithm Applied to Selective Harmonic Elimination in a Three-Phase Eleven-Level Inverter.” Mathematical Problems in Engineering, edited by S. A. Edalatpanah, vol. 2020, Hindawi Limited, Dec. 2020, pp. 1–10, doi:10.1155/2020/8856040.
APA	Peña-Delgado, A. F., Peraza-Vázquez, H., Almazán-Covarrubias, J. H., Cruz, N. T., Garcı́a-Vite Pedro Martı́n, Morales-Cepeda, A. B., & Ramirez-Arredondo, J. M. (2020). A Novel Bio-Inspired Algorithm Applied to Selective Harmonic Elimination in a Three-Phase Eleven-Level Inverter. (S. A. Edalatpanah, Ed.)Mathematical Problems in Engineering, 2020, 1–10. Hindawi Limited. Retrieved from https://doi.org/10.1155%2F2020%2F8856040
BibTeX	@article{Pe_a_Delgado_2020, doi = {10.1155/2020/8856040}, url = {https://doi.org/10.1155%2F2020%2F8856040}, year = 2020, month = {dec}, publisher = {Hindawi Limited}, volume = {2020}, pages = {1--10}, author = {Adri{\'{a}}n F. Pe{\~{n}}a-Delgado and Hern{\'{a}}n Peraza-V{\'{a}}zquez and Juan H. Almaz{\'{a}}n-Covarrubias and Nicolas Torres Cruz and Pedro Mart{\'{\i}}n Garc{\'{\i}}a-Vite and Ana Beatriz Morales-Cepeda and Juan M. Ramirez-Arredondo}, editor = {S. A. Edalatpanah}, title = {A Novel Bio-Inspired Algorithm Applied to Selective Harmonic Elimination in a Three-Phase Eleven-Level Inverter}, journal = {Mathematical Problems in Engineering} }