Clustering using Mayfly Optimization Algorithm

Mayfly Algorithm for clustering

This simplified Matlab demo code shows how to use the new Mayfly Algorithm to solve clustering problems.

The only thing researchers need to do is to replace the data in mydata.xlsx with their data and then run the MAclustering.m file in the Matlab platform.

Researchers are allowed to use this code in their research projects, as long as they cite as:

Mastrothanasis, K., Zervoudakis, K., Kladaki, M. & Tsafarakis, S. (2023). A bio-inspired computational classifier system for the evaluation of children’s theatrical anxiety at school. Education and Information Technologies. https://doi.org/10.1007/s10639-023-11645-4

and

Zervoudakis, K., & Tsafarakis, S. (2020). A mayfly optimization algorithm. Computers & Industrial Engineering, 145, 106559. https://doi.org/10.1016/j.cie.2020.106559

For more information go to: https://sites.google.com/view/kzervoudakis/research/metaheuristics/mayfly-algorithm