Abstract
The limitation of resources and the deadline of software and hardware projects inhibits the exhaustive testing of a system. The most effective way to overcome this problem is to generation of optimal test suite. Heuristic searches are used to optimize the test suite since 1992. Recently, the interest and activities is increasing in this area. In theory, the changes to the parameter interaction (the t) can significantly reduce the number data in the test suite. Using this principle many scientists and practitioners created some effective test suite generation strategies. The implementation of heuristic search in the generation of optimum and minimum test suite is the most effective. However, producing the optimum test data is a NP-hard problem (Non-deterministic polynomial). Thus, it is impossible for any strategy that can produce the optimum test suite in any circumstance. This paper represents a novel swarm intelligent based searching strategy (mSITG) to generate optimum test suite. The performances of the mSITG are analyzed and compared with other well-known strategies. Empirical result shows that the proposed strategy is highly acceptable in terms of the test data size.
| Original language | English |
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| Title of host publication | International conference on applications and techniques in cyber security and intelligence |
| Subtitle of host publication | applications and techniques in cyber security and intelligence |
| Editors | Jemal Abawajy, Kim-Kwang Raymond Choo, Rafiqul Islam |
| Publisher | Springer-Verlag London Ltd. |
| Pages | 247-255 |
| Number of pages | 9 |
| Volume | 580 |
| ISBN (Electronic) | 9783319670713 |
| ISBN (Print) | 9783319670706 |
| DOIs | |
| Publication status | Published - 01 Jan 2018 |
| Event | 2017 International Conference on Applications and Techniques in Cyber Intelligence (ATCI) - Zhejiang Business Technology Institute, Ningbo, China Duration: 16 Jun 2017 → 18 Jun 2017 https://web.archive.org/web/20170228045429/http://aibd.us/ (Conference site) https://link.springer.com/book/10.1007/978-3-319-67071-3#bibliographic-information (Conference proceedings) |
Publication series
| Name | Advances in Intelligent Systems and Computing |
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| Publisher | Edizioni della Normale Cham |
| Volume | 580 |
| ISSN (Print) | 2194-5357 |
| ISSN (Electronic) | 2194-5365 |
Conference
| Conference | 2017 International Conference on Applications and Techniques in Cyber Intelligence (ATCI) |
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| Country/Territory | China |
| City | Ningbo |
| Period | 16/06/17 → 18/06/17 |
| Other | The 2017 International Conference on Applications and Techniques in Cyber Security and Intelligence focuses on all aspects on techniques and applications in cyber and electronics security and intelligence research. The purpose of ATCI 2017 is to provide a forum for presentation and discussion of innovative ideas, cutting edge research results, and novel techniques, methods and applications on all aspects of cyber and electronics security and intelligence. As in previous years, the conference intends to attract the cyber security and cyber intelligence (e.g. big data) research community from around the world. Each submission will be reviewed by at least three independent experts, and the acceptance rate will be below 30%. We will invite three internationally renowned keynote speakers for this conference. |
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