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

5.0

(6)

1.3K Downloads

Updated 24 Aug 2021

View License

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.

View more styles

MATLAB Release Compatibility

Created with R2018b

Compatible with any release

Platform Compatibility

Windows macOS Linux

Tags Add Tags

Acknowledgements

Inspired: Black widow optimization with a Gaussian mutation algorithm

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

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} }