Genetic ANFIS Classification

version 1.0.0 (579 KB) by Seyed Muhammad Hossein Mousavi
Genetic Fuzzy and Genetic ANFIS Classification

214 Downloads

Updated 5 Jan 2022

View License

%% Genetic Fuzzy and Genetic ANFIS Classification
% Okay, what about combining evolutionary algorithms with fuzzy logic and
% ANFIS for classification? Well, let’s push some limits!!! Data is
% consisted of 50 samples with 5 features and 5 classes. You can put your
% data in the system and run it. You have to play with parameters depending
% on your data and system. Right now, you can just run the code and see the
% result. You have to wait for Genetic Algorithm to finish training.
% This code is part of the following project. So, please cite them after use:
% Mousavi, Seyed Muhammad Hossein, et al. "A PSO fuzzy-expert system: As an assistant for specifying the acceptance by NOET measures, at PH. D level." 2017 Artificial Intelligence and Signal Processing Conference (AISP). IEEE, 2017.
% Mousavi, Seyed Muhammad Hossein, S. Younes MiriNezhad, and Mir Hossein Dezfoulian. "Galaxy gravity optimization (GGO) an algorithm for optimization, inspired by comets life cycle." 2017 Artificial Intelligence and Signal Processing Conference (AISP). IEEE, 2017.
% Enjoy the code and feel free to ask your question from me:
% Email: mosavi.a.i.buali@gmail.com
% Seyed Muhammad Hossein Mousavi
% CODING IS LOVE - Stay safe and be happy :)

Cite As

Seyed Muhammad Hossein Mousavi (2022). Genetic ANFIS Classification (https://www.mathworks.com/matlabcentral/fileexchange/104575-genetic-anfis-classification), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2019a
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!