Automated software design using ant colony optimization with semantic network support
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- 作者：Vali Tawosi vali.tawosi@modares.ac.ir" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Saeed Jalili ; sjalili@modares.ac.ir" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Seyed Mohammad Hossein Hasheminejad smh.hashemi@modares.ac.ir" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae
- 关键词：Search-based software engineering ; Automated software design ; Ant colony optimization
- 刊名：Journal of Systems and Software
- 出版年：2015
- 出版时间：November 2015
- 年：2015
- 卷：109
- 期：Complete
- 页码：1-17
- 全文大小：2647 K
文摘
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Ant colony optimization is applied, to automate detail design of software.
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Problem domain knowledge is involved in optimization phase to get better results.
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A new metric is introduced, useful for automated object-oriented software design.
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Optimization with semantic network support leaded to more autonomous design method.
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The proposed method is evaluated using 5 case studies and results are reported.