Video 61: Time Series Prediction using ANFIS (With MATLAB Code)

 



Hello viewers, in this video, The Time Series Prediction using Adaptive Neuro-Fuzzy Inference System (ANFIS) is explained. The time series taken here is Mackey-Glass chaotic time series, which is considered as benchmark problem. The ANFIS based algorithm for time series prediction is explained in detail.     
 
This video includes following contents, 

* Introduction to time-series prediction.
* ANFIS for time-series prediction.
* Mackey-Glass chaotic time series (A benchmark).
* Time series prediction algorithm using ANFIS.
* MATLAB implementation (with MATLAB code).
* Result Analysis.

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"Fuzzy Logic Controller (FLC)": Click Here

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"ANFIS (Adaptive Neuro Fuzzy Inference System)": Click Here
 

2 comments:

  1. Respected Sir,
    How can i calculate objective function from anfis model?

    ReplyDelete
  2. Respected Sir,
    This is only prediction of next six samples. but How can i make an objective function from anfis model?

    ReplyDelete