Chaotic Biogeography-based Optimisation (CBBO) algorithm
50 chaos-embedded versions of the BBO algorithm
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The following chaotic maps have been integrated to the BBO algorithm:
Chebyshev map
Circle map
Gauss/mouse map
Iterative map
Logistic map
Piecewise map
Sine map
Singer map
Sinusoidal map
Tent map
CBBO1 to CBBO10 have chaotic selection operators
CBBO11 to CBBO20 have chaotic migration operator
CBBO21 to CBB30 have chaotic mutation operator
CBBO31 to CBBO40 have chaotic selection and migration operators combined
CBBO41 to CBBO50 have chaotic selection, migration, and mutation operators combined
Please note that except the main file, other files have been originally written by Prof. Dan Simon but modified by us to develop CBBO algorithms. You may find the original source codes of the BBO algorithm in : http://academic.csuohio.edu/simond/bbo/
The CBBO algorithms are the source codes of the following papers:
Main papers:
S. Saremi, S. Mirjalili, A. Lewis, Biogeography-based optimisation with chaos, Neural Computing and Applications, In press, 2014, Springer DOI: http://dx.doi.org/10.1007/s00521-014-1597-x
Saremi S, Mirjalili S (2013) Integrating chaos to biogeography based optimization algorithm. Int J Comput Commun Eng 2:655–658, Link: http://www.ijcce.org/papers/268-CI3011.pdf
Just select your desired chaotic map and benchmark function in main.m file and run it.
More information can be found in http://www.alimirjalili.com
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引用
Seyedali Mirjalili (2026). Chaotic Biogeography-based Optimisation (CBBO) algorithm (https://jp.mathworks.com/matlabcentral/fileexchange/47313-chaotic-biogeography-based-optimisation-cbbo-algorithm), MATLAB Central File Exchange. に取得済み.
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