Automatic Implementation of Fuzzy Reasoning Spiking Neural P Systems for Diagnosing Faults in Complex Power Systems

Pseudocode 3

The fuzzy inference algorithm.

Input: The fuzzy truth values of the input proposition neurons

Output: The fuzzy truth value of the output proposition neurons

1: Set stop condition: ;

2: Set reasoning step: ;

3: while () do

4: for each input neurons () or proposition neurons () do

5: if the condition of fire is satisfied then

6: Compute the fuzzy value vector , ;

7: if this proposition neurons have a postsynaptic neuron then

8: Transmits a spike to the next rule neuron;

9: else

10: this proposition neurons only accumulates spike values;

11: end if

12:end if

13: end for

14: for each rule neurons do

15: if the condition of fire is satisfied then

16: Compute the fuzzy truth value vector , ;

17: Transmits a spike to the next proposition neuron;

18: end if

19: end for

20: ;

21: end while