Efficiency of mutation operators and selective mutation strategies: an empirical study

✍ Scribed by Elfurjani S. Mresa; Leonardo Bottaci

• Publisher: John Wiley and Sons
• Year: 1999
• Tongue: English
• Weight: 163 KB
• Volume: 9
• Category: Article
• ISSN: 0960-0833
• DOI: 10.1002/(sici)1099-1689(199912)9:4<205::aid-stvr186>3.0.co;2-x

✦ Synopsis

This paper investigates the mutation scores achieved by individual operators of the Mothra mutation system and their associated costs in order to determine the most efficient operators. The cost of mutation analysis includes both test set generation and equivalent mutant detection. The score and cost information is then used as a heuristic for choosing a subset of the operators for use in efficient selective mutation testing. Experiments were performed using a sample of 11 programs and a number of test sets for each program. The results show that the use of efficient operators can provide significant efficiency gains for selective mutation if the acceptable mutation score is not very close to one. When mutation scores very close to one are required, a randomly selected proportion of the mutants provides a more efficient strategy than a subset of efficient operators.