Research Article
An Extreme Learning Machine Based on Artificial Immune System
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. |
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