A New Fuzzy Clustering Algorithm Based on Clonal Selection for Land Cover Classification

Algorithm 1

Real-value mutation (𝑝_𝑚 represents mutation rate).

mutate (B)

{

 for each (𝐵⋅𝜈_𝑖)

 do

  a_𝑖=min𝜈_𝑖

  𝑏_𝑖=max𝜈_𝑖

  rd_mr = random (0,1)

  rd_to = random (−1,1)

  if (rd_mr<𝑝_𝑚)

   if (rd_to>=0)

   𝐵⋅𝜈_𝑖=𝐵⋅𝜈_𝑖+Δ(𝐼𝑡𝑒,b_𝑖−𝐵⋅𝜈_𝑖)

   else

   𝐵⋅𝜈_𝑖=𝐵⋅𝜈_𝑖−Δ(𝐼𝑡𝑒,b_𝑖−𝐵⋅𝜈_𝑖)

 done

 return B

}