Biomedical Text Categorization Based on Ensemble Pruning and Optimized Topic Modelling

Box 2

The general structure of firefly clustering algorithm.

Input: Data points: P=, α, δ and γ parameters.

Output: An agent A with the highest fitness value.

Initialize A= agents,

for before stopping criterion has been met do

(i)For each A_i agent, calculate fitness function value based on the following equation:

(ii) For each A_i agent, compare fitness value of A_i with fitness value of A_j agent. If > then,

Update A_i agent based on the following equations:

(iii) Update α=αδ.