Modeling fuzzy inference for checking the quality of a software product.
Abstract
The article describes the requirements for checking the quality of a software product before transferring it to work. The stages of building a fuzzy inference system for determining the quality of a software product being developed are presented. A model is described, the output linguistic variable necessary for constructing a fuzzy inference system. Production rules for the fuzzy inference system are generated. The developed fuzzy model is simulated, the results of fuzzy inference modeling in the MatLab Fuzzy environment are shown.
References
Software engineering. Textbook for Software Engineering Core (ISO 19759: 2016, IDT): DSTU ISO 19759: 2016. - [Valid from 2016-10-10]. Kiev: State. standard of Ukraine, 2016. - 336 p. (National Standard of Ukraine).
Software engineering. Product quality. Internal Metrics (ISO9126: 2012, IDT): DSTU ISO9126: 2012. - [Effective from 2012-11-28]. Kiev: State. standard of Ukraine, 2012. - 46 p. (National Standard of Ukraine).
Systems and software engineering. Requirements for the quality of systems and software and its evaluation (ISO 25010: 2016, IDT): DSTU ISO 25010: 2016. - [Effective from 2016–12–27]. - Kyiv: State. Standard of Ukraine, 2016. - 36 c. (National Standard of Ukraine).
Heusser M. How to Reduce the Costof Software Testing / Matthew Heusser, Govind Kulkarni - United States of America, 2011. - 340 p.
Trofimuk AV Evaluation of software quality by reliability / AV Trofimuk; Sciences. ker. SS Fedin // Scientific developments of young people at the present stage: abstracts of the XVII All-Ukrainian scientific conference of young scientists and students (April 26-27, 2018, Kiev). - Kyiv: KNUTD, 2018. - Volume 2: Mechatronic systems and computer technologies. Resource and environmental protection. - P. 369 - 370.
Scherbakov OV Evaluation of software testing efficiency based on the analysis of the number and criticality of defects found / OV. Shcherbakov, ES Lutsenko - Information Processing Systems, 2011, Issue 3 (93). - P. 88 - 92.
Weinberg G. Perfect Software and Other Illusions about Testing / GeraldWeinberg - United States of America, 2011. - 200 p.
Dubova VM Simulation of software testing process as a branched-cyclic technological process / VM Dubovoy, IV Pylypenko // Automation of technological and business processes, 2015. - № 7 (4). - P. 55 - 64.
Sufficiency criterion of software testing process / V. Yakovina, M. Seniv, Y. Chabanyuk, D. Fedasyuk, U. Khimka // Computer sciences and information technologies: [Coll. Sciences. BC] / resp. ed. Yu.M. Rashkevich. - L.: View of Lviv. Polytechnics, 2010. - P. 346 - 358.
A.V Leonenko Fuzzy modeling in MATLAB and fuzzy TECH / A.V Leonenko - SPb. : BHC-Petersburg, 2005. - 736 p.
Abstract views: 18 PDF Downloads: 7