seyedmuhammadhosseinmousavi / cultural-harmony-learning-algorithm

Cultural Harmony Learning Algorithm

Cultural-Harmony-Learning-Algorithm

%% Cultural Harmony Learning Algorithm - Created in 18 Jan 2022 by Seyed Muhammad Hossein Mousavi % Here is all about learning with evolutionary algorithms. Harmony search % and cultural algorithms are two fast optimization algorithms which their % result are combined here in order to train inputs for targets in a simple % dataset. Basically, system starts with making initial fuzzy model and fit % the outputs based on inputs by harmony search first and then tries to fit the % harmony search outputs with inputs in the second stage. That means we are using both % evolutionary algorithms to improve the accuracy. System easily could be % used for regression, classification and other optimization tasks. You can % use your data and play with parameters. % ------------------------------------------------ % Feel free to contact me if you find any problem using the code: % Author: SeyedMuhammadHosseinMousavi % My Email: [email protected] % My Google Scholar: https://scholar.google.com/citations?user=PtvQvAQAAAAJ&hl=en % My GitHub: https://github.com/SeyedMuhammadHosseinMousavi?tab=repositories % My ORCID: https://orcid.org/0000-0001-6906-2152 % My Scopus: https://www.scopus.com/authid/detail.uri?authorId=57193122985 % My MathWorks: https://www.mathworks.com/matlabcentral/profile/authors/9763916# % my RG: https://www.researchgate.net/profile/Seyed-Mousavi-17 % ------------------------------------------------ % Hope it help you, enjoy the code and wish me luck :)