ANFIS training with PSO

Saby

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Apr 1, 2011, 11:20:05 PM4/1/11

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hi all,

I need a little help.

For training anfis with matlab fuzzy logic toolbox, we can either choose backprpagation or hybrid method as given here http://www.mathworks.com/help/toolbox/fuzzy/anfis.html under 'optMethod'. But I want to train my ANFIS with some modified Particle Swarm Optimization method. And I'm not able to figure out how I can implement my PSO algorithm as a training method in ANFIS as I can't find if there is anyway to customize anfis training. Please help me on how can I train my anfis with my PSO method.

Saby

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Apr 1, 2011, 11:27:04 PM4/1/11

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hi,
For training anfis with matlab fuzzy toolbox, we can choose either backprpagation or hybrid method as shown here under 'optMethod'.

http://www.mathworks.com/help/toolbox/fuzzy/anfis.html

But I want to train my ANFIS with PSO. please can anybody tell me how can I train my anfis with PSO?

quangh...@gmail.com

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Apr 12, 2013, 11:58:43 PM4/12/13

to Saby

now i am doing a homework, i have the same problem, but i gave to train my ANFIS by Genetic algorithm. Have you already solved that problem, Could you give me some suggestions or any source code? Thanks you much

subas...@gmail.com

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Nov 9, 2013, 11:58:00 AM11/9/13

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i'm having assessment work in anfis trained with pso algorithm if you have source code help me

Sajjad

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Dec 6, 2013, 4:40:26 PM12/6/13

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Hi, I have the same problem too! I want to unsupervised train my ANFIS by Genetic algorithm. Have you already solved that problem? Could you please give me some suggestions or any source code?

hanif

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Mar 1, 2014, 11:57:06 PM3/1/14

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"Saby" wrote in message <in64l5$ora$1...@fred.mathworks.com>...

> hi all,
>
> I need a little help.
>
> For training anfis with matlab fuzzy logic toolbox, we can either choose backprpagation or hybrid method as given here http://www.mathworks.com/help/toolbox/fuzzy/anfis.html under 'optMethod'. But I want to train my ANFIS with some modified Particle Swarm Optimization method. And I'm not able to figure out how I can implement my PSO algorithm as a training method in ANFIS as I can't find if there is anyway to customize anfis training. Please help me on how can I train my anfis with my PSO method.

Hi Saby,

Do you ahve solved the problem of using PSO in ANFIS? I have the same question, If it is possible, can you share the idea/methpd or codes? thank you in advance

moslem arababadi

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Mar 11, 2014, 9:06:12 AM3/11/14

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"Saby" wrote in message <in64l5$ora$1...@fred.mathworks.com>...

> hi all,
>
> I need a little help.
>
> For training anfis with matlab fuzzy logic toolbox, we can either choose backprpagation or hybrid method as given here http://www.mathworks.com/help/toolbox/fuzzy/anfis.html under 'optMethod'. But I want to train my ANFIS with some modified Particle Swarm Optimization method. And I'm not able to figure out how I can implement my PSO algorithm as a training method in ANFIS as I can't find if there is anyway to customize anfis training. Please help me on how can I train my anfis with my PSO method.

hi saby,
maybe you can find code here http://www.mathworks.com/matlabcentral/fileexchange/44909-hybrid-training-of-recurrent-fuzzy-neural-network-model. in this code use PSO in conclusion part and GD for antecedent part of recurrent anfis.
good luck