Reinforcement Learning Based Artificial Immune Classifier

Pseudocode 2

The pseudocode of negative selection algorithm.

Start

(1) Creation of self sample set (K)

(2) While (for end of training)

(3)  Production of random detectors (P)

(4)  If(match detector with self sample set)

(5)    Remove detector from set

(6)    Else

(7)    Add detector to set

(8)  End else

(9) End while

(10)  Creation of test sample set (K)

(11)  While (for end of testing)

(12)  If(match detector with test sample set)

(13)     Anomaly detection according to active detectors

(14)  End if

(15) End while