Algorithm 1. FCM algorithm for cluster formation. | |
1 2 3 4 5 6 7 8 9 10 11 | for i = 0 to N for j = 0 to C uij(0) ~ uniform(0.0, 1.0)
k ← 0 repeat k ← k + 1 for j = 0 to C update cluster centroid cj using Equation (4) update U(k) using Equation (3) until ||U(k) ? U(k-1)|| < ε |