Research Article

Two-Stage Approach for Protein Superfamily Classification

Algorithm 3

Crowding distance( ).
Let fronts be denoted as .
Let objective functions be denoted as .
Let solutions in a front be denoted as .
denotes number of solutions in a front.
denotes the crowding distance w.r.t th objective function.
represents th solution in the sorted list w.r.t .
for  every fornt   do
  for  every objective function   do
   sort the solution in in descending order.
   Assign
   for   to   do
    assign
   end for
  end for
end for
 Total crowding distance of a solution
 i.e sum of the crowding distances with respect to every objective.