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Bat Optimization Algorithm

version 1.1.0 (3.65 KB) by Haydar Khayou
A simple code of Bat Optimization Algorithm which resembles the PSO Algorithm implementation.

251 Downloads

Updated 10 Jun 2020

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Standard Bat Algorithm is a bio-inspired optimization algorithm that utilizes the echolocation technique used by microbats to find food/prey, (Yang, 2010). In this function I made the code very similar to the Standard PSO algorithm so that the users who are familiar with Standard PSO will understand the code easily. I used the bBAT variable to save the personal best solutions, and the gBAT variable to save the global optimum, thus the user can do a statistical analysis for the Swarm behavior, convergence, and the algorithm coefficients. The function also shows parameters improvements as it works, which are: the best solution, the normalized error, the increasing of Emission Rate, and the decreasing of Loudness.

Cite As

Haydar Khayou (2021). Bat Optimization Algorithm (https://www.mathworks.com/matlabcentral/fileexchange/76631-bat-optimization-algorithm), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2017a
Compatible with any release
Platform Compatibility
Windows macOS Linux
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