SetWithinBounds_repairing

 SetInBounds_repairing:   For a problem with continuous representation
 where solutions are below (above) the contraints modify the solutions to
 a random value within the variables ranges
                          
 INPUTS
 Pop: Population 
 RangeValues: Range of values for each of the variables
 repairing_params: Not use for this function
 OUTPUTS
 NewPop: New repaired population

 Last version 8/26/2008. Roberto Santana (roberto.santana@ehu.es)

0001 function[NewPop] =  SetWithinBounds_repairing(Pop,RangeValues,repairing_params)
0002 % SetInBounds_repairing:   For a problem with continuous representation
0003 % where solutions are below (above) the contraints modify the solutions to
0004 % a random value within the variables ranges
0005 %
0006 % INPUTS
0007 % Pop: Population
0008 % RangeValues: Range of values for each of the variables
0009 % repairing_params: Not use for this function
0010 % OUTPUTS
0011 % NewPop: New repaired population
0012 %
0013 % Last version 8/26/2008. Roberto Santana (roberto.santana@ehu.es)
0014 
0015 NumbVar = size(Pop,2);
0016 NewPop = Pop;
0017    for i=1:NumbVar,
0018           under_val = find(Pop(:,i)<RangeValues(1,i));
0019           n_under = size(under_val,1);          
0020           NewPop(under_val,i) = RangeValues(1,i) + rand(1,n_under).*(RangeValues(2,i)-RangeValues(1,i));
0021           over_val = find(Pop(:,i)>RangeValues(2,i));
0022           n_over = size(over_val,1);
0023           NewPop(over_val,i) = RangeValues(1,i) + rand(1,n_over).*(RangeValues(2,i)-RangeValues(1,i));
0024    end