An Extreme Learning Machine Based on Artificial Immune System

Algorithm 2

B cell algorithm.

Step 1 Initialization: create an initial random population of individuals P

Step 2 Main loop: :

 (a) Affinity Evaluation: evaluate g(v);

 (b) Clonal Selection and Expansion:

 (i) Clone each B-cell: clone v and place in clonal pool C;

 (ii) Select a random member of and apply the contiguous region hypermutation operator

 (iii) Evaluate ; if then replace by clone

Step 3 Cycle: repeat step until a certain stopping criterion is met.