Skip to main content

Table 8 Best configuration settings founded

From: A multi-objective test data generation approach for mutation testing of feature models

Feature models Algorithm Pop. Size Max. Eval Ext. File. % Crossover % Mutation
Experiment 2O  
CAS NSGAII 50 10,000 - 10 % 50 %
  SPEA2 50 10,000 50 90 % 10 %
  IBEA 50 10,000 50 10 % 50 %
JAMES NSGAII 100 10,000 - 50 % 10 %
  SPEA2 50 10,000 50 50 % 50 %
  IBEA 50 10,000 50 10 % 50 %
WS NSGAII 50 10,000 - 10 % 10 %
  SPEA2 50 10,000 50 10 % 90 %
  IBEA 100 10,000 100 10 % 50 %
EShop NSGAII 200 10,000 - 50 % 50 %
  SPEA2 100 10,000 50 90 % 50 %
  IBEA 100 10,000 50 10 % 10 %
Experiment 3O  
CAS NSGAII 50 10,000 - 10 % 90 %
  SPEA2 200 10,000 50 90 % 50 %
  IBEA 50 10,000 50 10 % 50 %
JAMES NSGAII 50 10,000 - 90 % 90 %
  SPEA2 50 10,000 50 90 % 90 %
  IBEA 50 10,000 50 50 % 50 %
WS NSGAII 100 10,000 - 50 % 10 %
  SPEA2 200 10,000 50 10 % 10 %
  IBEA 100 10,000 50 10 % 90 %
EShop NSGAII 200 10,000 - 10 % 50 %
  SPEA2 100 10,000 50 90 % 90 %
  IBEA 50 10,000 50 90 % 50 %