Multiobjective Bat Algorithm (MOBA)

Versione 1.0.0 (6,36 KB) da XS Yang
This demo shows how the multiobjective bat algorithm (MOBA) works.
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Aggiornato 29 mar 2020

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The multiobjective bat algorithm (MOBA) is a nature-inspired optimization algorithm. This demo solves the bi-objective ZDT3 functions with D=30 (dimensions), and the obtained Pareto Front is displayed. It is relatively straightforward to extend this code to solve other multi-objective functions and optimization problems. You can change the objective functions, the dimensionality, and simple lower and upper bounds (Lb, Ub) as well as certain parameters.

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XS Yang (2024). Multiobjective Bat Algorithm (MOBA) (https://www.mathworks.com/matlabcentral/fileexchange/74753-multiobjective-bat-algorithm-moba), MATLAB Central File Exchange. Recuperato .

Yang, Xin She. “Bat Algorithm for Multi-Objective Optimisation.” International Journal of Bio-Inspired Computation, vol. 3, no. 5, Inderscience Publishers, 2011, p. 267, doi:10.1504/ijbic.2011.042259.

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1.0.0