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 | Â | |||||
CAS | NSGAII | 50 | 10,000 | - | 10 % | 50 % |
| Â | SPEA2 | 50 | 10,000 | 50 | 90 % | 10 % |
| Â | IBEA | 50 | 10,000 | 50 | 10 % | 50 % |
JAMES | NSGAII | 100 | 10,000 | - | 50 % | 10 % |
| Â | SPEA2 | 50 | 10,000 | 50 | 50 % | 50 % |
| Â | IBEA | 50 | 10,000 | 50 | 10 % | 50 % |
WS | NSGAII | 50 | 10,000 | - | 10 % | 10 % |
| Â | SPEA2 | 50 | 10,000 | 50 | 10 % | 90 % |
| Â | IBEA | 100 | 10,000 | 100 | 10 % | 50 % |
EShop | NSGAII | 200 | 10,000 | - | 50 % | 50 % |
| Â | SPEA2 | 100 | 10,000 | 50 | 90 % | 50 % |
| Â | IBEA | 100 | 10,000 | 50 | 10 % | 10 % |
Experiment 3O | Â | |||||
CAS | NSGAII | 50 | 10,000 | - | 10 % | 90 % |
| Â | SPEA2 | 200 | 10,000 | 50 | 90 % | 50 % |
| Â | IBEA | 50 | 10,000 | 50 | 10 % | 50 % |
JAMES | NSGAII | 50 | 10,000 | - | 90 % | 90 % |
| Â | SPEA2 | 50 | 10,000 | 50 | 90 % | 90 % |
| Â | IBEA | 50 | 10,000 | 50 | 50 % | 50 % |
WS | NSGAII | 100 | 10,000 | - | 50 % | 10 % |
| Â | SPEA2 | 200 | 10,000 | 50 | 10 % | 10 % |
| Â | IBEA | 100 | 10,000 | 50 | 10 % | 90 % |
EShop | NSGAII | 200 | 10,000 | - | 10 % | 50 % |
| Â | SPEA2 | 100 | 10,000 | 50 | 90 % | 90 % |
| Â | IBEA | 50 | 10,000 | 50 | 90 % | 50 % |