| Presentation | 2014-08-01 On improvement of automatic test case generation taking account of reward structure Masaki IMATOMI, Tadashi DOHI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this article we consider a statistical method to generate test cases automatically based on both Markov usage model and operational profile. By introducing the design information of software in the reward structure, we define a Markov reward process and challenge to test software efficiently. In our previous work, we used the relative order of design metrics in each module as the reward. In this article, we applied the metric values themselves to the reward. Finally, we conduct a fault injection experiment with a real software program and show that the test generation algorithm with the metric values could detect much more faults than the existing algorithm with the relative order. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Markov usage model / test case generation / Markov reward process / operational profile / design metrics |
| Paper # | R2014-15 |
| Date of Issue |
| Conference Information | |
| Committee | R |
|---|---|
| Conference Date | 2014/7/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Reliability(R) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On improvement of automatic test case generation taking account of reward structure |
| Sub Title (in English) | |
| Keyword(1) | Markov usage model |
| Keyword(2) | test case generation |
| Keyword(3) | Markov reward process |
| Keyword(4) | operational profile |
| Keyword(5) | design metrics |
| 1st Author's Name | Masaki IMATOMI |
| 1st Author's Affiliation | Department of Information Engineering, Graduate School of Engineering, Hiroshima University() |
| 2nd Author's Name | Tadashi DOHI |
| 2nd Author's Affiliation | Department of Information Engineering, Graduate School of Engineering, Hiroshima University |
| Date | 2014-08-01 |
| Paper # | R2014-15 |
| Volume (vol) | vol.114 |
| Number (no) | 170 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |