کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4949409 | 1440110 | 2017 | 33 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Synthesizing test scenarios in UML activity diagram using a bio-inspired approach
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نظریه محاسباتی و ریاضیات
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چکیده انگلیسی
The model-based analysis is receiving a wide acceptance as compare to code-based analysis in the context of prioritizing and guiding the testing effort and speeding up the development process. Ordinarily, system analysts as well as developers follow Unified Modeling Language (UML) activity diagrams to render all realizable flows of controls commonly recognized as scenarios of use cases. This paper applies a bio-inspired algorithm to produce test scenarios for the concurrent section in UML activity diagram. Here, the heuristic draws its inspiration from the internal mechanism of the slime mould Physarum Polycephalum, a large single-celled amoeboid organism. Simulations are performed using eight subject systems taken from the LINDHOLMEN data-set, two models taken from real life student projects and five synthetic models. The results obtained through different approaches are validated through the statistical analysis which demonstrates that our proposed approach is better than the existing Ant Colony Optimization (ACO) and Genetic Algorithm (GA) by a number of feasible test scenarios generated.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Languages, Systems & Structures - Volume 50, December 2017, Pages 1-19
Journal: Computer Languages, Systems & Structures - Volume 50, December 2017, Pages 1-19
نویسندگان
Vinay Arora, Rajesh Bhatia, Maninder Singh,