An Immune Clonal Selection Algorithm for Synthetic Signature Generation

Algorithm 3

The 𝑃-receptor detector generation.

(1) Input: the initial sample TS=𝑠₁,𝑠₂,…,𝑠_𝑁; the number 𝑝^′;

(2) Output: the result sample set Φ;

(3) Add the sample TS/₀ into the set Φ;

(4) for  𝑖=1→𝑝^′  do

(5)  for all  TS_𝜒∈Φ  do

(6)    𝑡= the maximum in the 𝜒;

(7)    for  𝑗=𝑡+1→𝑁  do

(8)       Create the new set 𝜒^′=𝜒∪{𝑗};

(9)       Mutate the 𝑗th stroke of TS_𝜒;

(10)     Create the new sample TS_𝜒′ and add it into Φ;

(11)    end for

(12)   Remove the sample TS_𝜒 from the Φ;

(13)   end for

(14) end for