SampleBN

 [NewPop] = SampleBN(NumbVar,bnet,Card,AuxPop,AuxFunVal,sampling_params)  
 SampleBN:    Samples PopSize individuals from the Bayesian network bnet
 INPUTS
 NumbVar: Number of variables
 bnet: Bayesian network
 PopSize: Number of individuals to be generated
 Card: Cardinality of the variables
 AuxPop: Auxiliary (selected) population (May be use for partial sampling or resampling)
 AuxFunVal: Evaluation of the data set (required for some sampling
 algorithms, not for this one)
 sampling_params{1}(1) = PopSize: Number of generated individuals 
 OUTPUTS
 NewPop: Sampled individuals

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

0001 function[NewPop] = SampleBN(NumbVar,bnet,Card,AuxPop,AuxFunVal,sampling_params)  
0002 % [NewPop] = SampleBN(NumbVar,bnet,Card,AuxPop,AuxFunVal,sampling_params)
0003 % SampleBN:    Samples PopSize individuals from the Bayesian network bnet
0004 % INPUTS
0005 % NumbVar: Number of variables
0006 % bnet: Bayesian network
0007 % PopSize: Number of individuals to be generated
0008 % Card: Cardinality of the variables
0009 % AuxPop: Auxiliary (selected) population (May be use for partial sampling or resampling)
0010 % AuxFunVal: Evaluation of the data set (required for some sampling
0011 % algorithms, not for this one)
0012 % sampling_params{1}(1) = PopSize: Number of generated individuals
0013 % OUTPUTS
0014 % NewPop: Sampled individuals
0015 %
0016 % Last version 8/26/2008. Roberto Santana (roberto.santana@ehu.es)
0017 
0018 PopSize = cell2num(sampling_params{1}(1)); 
0019 for i=1:PopSize
0020  NewPop(i,:) = cell2num(sample_bnet(bnet))-1;
0021 end
0022