

![0_image_0.png](0_image_0.png)

SONFIS with n.r=2 over 30 iterations; a) 4 4 2 10 8 10 β − − × ≤ ≤× **; b)** 4 3 8 10 8.5 10 β − − × ≤≤ × **and** 

![0_image_1.png](0_image_1.png)

c) Phase transition diagram contour of N.G-SONFIS 

## 4. Conclusion

In this study we proposed two new algorithms in which SOM, NFIS and RST make SONFIS and SORST. Mutual relations between algorithms layers identify order-disorder transferring of such systems. 

So, we found our proposed methods have good ability in mimicking of government-nation interactions while government and society can take different states of responses. Developing of such intelligent hierarchical networks, investigations of their performances on the noisy information and exploration of possible relate between phase transition steps and flow of information are new interesting fields, as well in various fields of science and economy. 