Research Article

Content-Based Audio Classification and Retrieving Using Modified Bacterial Foraging Optimization Algorithm

Algorithm 1

MBFOA algorithm.
Input: Feature the matrix,
Output: Best solution of the feature index,
Step 1: Initialize the bacterial set using (5)
Step 2: Find the pareto optimal set using (6)
Step 3: Solve the objective function problem by BFOA algorithm based on (7) and (8)
Step 4: Find the optimized solution
If () then
Update ;
End if
Step 5: Extract the index of selected features using equation (8)