Black-Hole Optimization Algorithm

Version 1.0.0 (8.35 KB) by Houssem

A black hole is a region of space-time whose gravitational field is so strong that nothing which enters it can escape.

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Updated 20 Jul 2019

The BHBO algorithm is a population-based method that evolves the created population towards the optimal solution via a mechanism inspired from the black hole phenomenon.

References
- Bouchekara, H. R. E. H. (2013). Optimal design of electromagnetic devices using a black-Hole-Based optimization technique. IEEE Transactions on Magnetics, 49(12). doi:10.1109/TMAG.2013.2277694
- Bouchekara, H. R. E. H. (2014). Optimal power flow using black-hole-based optimization approach. Applied Soft Computing, 24, 879–888. doi:10.1016/j.asoc.2014.08.056
- Smail, M. K., Bouchekara, H. R. E. H., Pichon, L., Boudjefdjouf, H., Amloune, A., & Lacheheb, Z. (2016). Non-destructive diagnosis of wiring networks using time domain reflectometry and an improved black hole algorithm. Nondestructive Testing and Evaluation. doi:10.1080/10589759.2016.1200576

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Bouchekara, H. R. E. H. “Optimal Power Flow Using Black-Hole-Based Optimization Approach.” Applied Soft Computing, vol. 24, Elsevier BV, Nov. 2014, pp. 879–88, doi:10.1016/j.asoc.2014.08.056.

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Smail, M. K., et al. “Non-Destructive Diagnosis of Wiring Networks Using Time Domain Reflectometry and an Improved Black Hole Algorithm.” Nondestructive Testing and Evaluation, vol. 32, no. 3, Informa UK Limited, July 2016, pp. 286–300, doi:10.1080/10589759.2016.1200576.

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Bouchekara, Houssem R. E. H. “Optimal Design of Electromagnetic Devices Using a Black-Hole-Based Optimization Technique.” IEEE Transactions on Magnetics, vol. 49, no. 12, Institute of Electrical and Electronics Engineers (IEEE), Dec. 2013, pp. 5709–14, doi:10.1109/tmag.2013.2277694.

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BHBO

Version	Published	Release Notes
1.0.0	20 Jul 2019		Toolbox Zip

MLA	Bouchekara, H. R. E. H. “Optimal Power Flow Using Black-Hole-Based Optimization Approach.” Applied Soft Computing, vol. 24, Elsevier BV, Nov. 2014, pp. 879–88, doi:10.1016/j.asoc.2014.08.056.
APA	Bouchekara, H. R. E. H. (2014). Optimal power flow using black-hole-based optimization approach. Applied Soft Computing, 24, 879–888. Elsevier BV. Retrieved from https://doi.org/10.1016%2Fj.asoc.2014.08.056
BibTeX	@article{Bouchekara_2014, doi = {10.1016/j.asoc.2014.08.056}, url = {https://doi.org/10.1016%2Fj.asoc.2014.08.056}, year = 2014, month = {nov}, publisher = {Elsevier {BV}}, volume = {24}, pages = {879--888}, author = {H.R.E.H. Bouchekara}, title = {Optimal power flow using black-hole-based optimization approach}, journal = {Applied Soft Computing} }

MLA	Smail, M. K., et al. “Non-Destructive Diagnosis of Wiring Networks Using Time Domain Reflectometry and an Improved Black Hole Algorithm.” Nondestructive Testing and Evaluation, vol. 32, no. 3, Informa UK Limited, July 2016, pp. 286–300, doi:10.1080/10589759.2016.1200576.
APA	Smail, M. K., Bouchekara, H. R. E. H., Pichon, L., Boudjefdjouf, H., Amloune, A., & Lacheheb, Z. (2016). Non-destructive diagnosis of wiring networks using time domain reflectometry and an improved black hole algorithm. Nondestructive Testing and Evaluation, 32(3), 286–300. Informa UK Limited. Retrieved from https://doi.org/10.1080%2F10589759.2016.1200576
BibTeX	@article{Smail_2016, doi = {10.1080/10589759.2016.1200576}, url = {https://doi.org/10.1080%2F10589759.2016.1200576}, year = 2016, month = {jul}, publisher = {Informa {UK} Limited}, volume = {32}, number = {3}, pages = {286--300}, author = {M. K. Smail and H. R. E. H. Bouchekara and L. Pichon and H. Boudjefdjouf and A. Amloune and Z. Lacheheb}, title = {Non-destructive diagnosis of wiring networks using time domain reflectometry and an improved black hole algorithm}, journal = {Nondestructive Testing and Evaluation} }

MLA	Bouchekara, Houssem R. E. H. “Optimal Design of Electromagnetic Devices Using a Black-Hole-Based Optimization Technique.” IEEE Transactions on Magnetics, vol. 49, no. 12, Institute of Electrical and Electronics Engineers (IEEE), Dec. 2013, pp. 5709–14, doi:10.1109/tmag.2013.2277694.
APA	Bouchekara, H. R. E. H. (2013). Optimal design of electromagnetic devices using a black-hole-based optimization technique. IEEE Transactions on Magnetics, 49(12), 5709–5714. Institute of Electrical and Electronics Engineers (IEEE). Retrieved from https://doi.org/10.1109%2Ftmag.2013.2277694
BibTeX	@article{Bouchekara_2013, doi = {10.1109/tmag.2013.2277694}, url = {https://doi.org/10.1109%2Ftmag.2013.2277694}, year = 2013, month = {dec}, publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}, volume = {49}, number = {12}, pages = {5709--5714}, author = {Houssem R. E. H. Bouchekara}, title = {Optimal design of electromagnetic devices using a black-hole-based optimization technique}, journal = {{IEEE} Transactions on Magnetics} }

Black-Hole Optimization Algorithm

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