Genetic Fuzzy Coding in Matlab

Hi everyone, I'm a new member here so please forgive me if there is something wrong in this question.

I'm currently working on Genetic Algorithm optimization of Fuzzy Rule Base System, specifically auto generating Rules in Fuzzy control using GA. Could anyone provide me an example on how to code this in MATLAB?.

Thanks.

[sanjaya]

Dear Iksan Bukhori, I am also working on GA optimized FLC.Like you I have also no idea how to do. So if you have any clue then kindly help me.

[Iksan Bukhori]

Too bad up until now I haven't finished it. There are some papers talking about it but they rarely include the source code of their method. Hopefully some experts from here can help.

[eng_chris]

Hello, I have recently been to this issue, It has been 2 months searching for a useful source code to optimize or generate rules for Fuzzy Rule Base System. I wish that you have solved your problem and can help me here.

Thanks

[Gireesha Obulaporam]

https://excellmedia.dl.sourceforge.net/project/gatoolbox/GA_framework.zip

This provides Genetic Algorithm Toolbox to run Fuzzy Genetic Algorithm in MATLAB. You can download it and can go through the code. Please, explain the step-by-step in the coding. I was unable to understand it. For further details, you can communicate with me through the mail as [e-mail]

[Walter Roberson]

The gatoolbox came out of an extensive university research project, not produced by Mathworks. I doubt anyone here knows it well enough to explain it line by line. I do not even try to explain longer routines line by line, as I never know what level of detail is required. The people who have the experience to get by with an outline of the functioning are generally people who know how to ask specific questions about what they do not understand, so when someone asks for a line by line explanation without saying what they do understand, I feel that I am being asked to write the equivalent of a book explaining how programming works.

http://codem.group.shef.ac.uk/index.php/ga-toolbox

Answer 1

[Kyle Rawding]

Hi -

Not sure if this answers your question, but here's a doc page outlining how the tunefis function can be used to tune a Fuzzy Logic System, including using genetic algorithm optimization.

Hope that helps,

Kyle