Optimizing some functions using Ecological Systems Algorithm

Version 1.0.0 (69.6 KB) by Abdel-Razzak
Some benchmark functions are optimized using the Ecological Systems Algorithm (ESA) bioinspired search algorithm.
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Some benchmark functions are optimized using Ecological Systems Algorithm (ESA). The functions are: Ackley function, Booth function, Cross-in-tray function, Egg holder function, Holder table function, Levi function, Matyas function, and Schaffer function. The main function for the optimization of each functions starts with "Main_". After the algorithm finishes its search, the code asks the user if he/she wants to save a video of the search process.
Abdel-Razzak Merheb, Hassan Noura, and François Bateman, "Mathematical Modeling of Ecological Systems Algorithm", Lebanese Science Journal, Vol. 22, No.2, pp.209-231, 2021, DOI: 10.22453/LSJ-022.2.209-231. (Impact factor: 1.354).
The complete video set can be found on:
https://www.youtube.com/watch?v=2-1aEKifcMA

Cite As

Abdel-Razzak (2024). Optimizing some functions using Ecological Systems Algorithm (https://www.mathworks.com/matlabcentral/fileexchange/109369-optimizing-some-functions-using-ecological-systems-algorithm), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2014a
Compatible with any release
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ESA_Search_All_Functions/Ackley

ESA_Search_All_Functions/Booth

ESA_Search_All_Functions/CrossInTray

ESA_Search_All_Functions/EggHolder

ESA_Search_All_Functions/HolderTable

ESA_Search_All_Functions/Levi

ESA_Search_All_Functions/Matyas

ESA_Search_All_Functions/Schaffer

Version Published Release Notes
1.0.0