Wavelet-Based Feature Extraction in Fault Diagnosis for Biquad High-Pass Filter Circuit

Pseudocode 1

Pseudocode of clone selection classification algorithm.

Input:   Ag, MaxGen, , n, β, d, r

Output:    the best antibody in memory cell set

Initialize    the population ( antibodies A)

for   = 1 to MaxGen

  = Evaluate(A, Ag);       //evaluate all antibodies in population

 A = Selete();         //select (n < ) antibodies with higher affinity

 A = Clone(A, β);       //generate clone population

 A = Mutation(A);        //generate mutated clone population based on

  = Evaluate(A, Ag);      //re-evaluate antibodies in population

 //re-select r best antibodies becoming memory cell set

 //and replace r worst antibodies in population with

 A = Reselete(A, , A);

 A = Generate(d);        //generate d new random antibodies

 A = Replace(A, , A);    //replace d low-affinity antibodies in with A

end