An Ant Colony Optimization Heuristic to Optimize Prediction of Stability of Object-Oriented Components

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dc.contributor.author Azar, Danielle
dc.contributor.author Harmani, Haidar
dc.contributor.author Zgheib, Grace
dc.date.accessioned 2017-03-15T10:01:38Z
dc.date.available 2017-03-15T10:01:38Z
dc.identifier.uri http://hdl.handle.net/10725/5372
dc.description.abstract The IEEE 729-1983 Standard defines software quality as "the composite characteristics of software that determine the degree to which the software in use will meet the expectations of the customer." Assessing software quality in the early stages of design and development is crucial in reducing time and effort. Various metrics have been proposed for estimating software quality characteristics from measurable attributes. This paper presents an Ant Colony Optimization (ACO) approach that improves the prediction accuracy of software quality estimation models by intensifying the search around the metric neighborhood. The method has been implemented, and favorable results comparisons are reported. en_US
dc.language.iso en en_US
dc.publisher IEEE en_US
dc.title An Ant Colony Optimization Heuristic to Optimize Prediction of Stability of Object-Oriented Components en_US
dc.type Conference Paper / Proceeding en_US
dc.author.school Arts and Sciences en_US
dc.author.department Computer Sciences and Mathematics en_US
dc.description.embargo N/A en_US
dc.identifier.doi http://dx.doi.org/10.1109/IRI.2015.45 en_US
dc.identifier.ctation Harmanani, H., Azar, D., Zgheib, G., & Kozhaya, D. (2015, August). An ant colony optimization heuristic to optimize prediction of stability of object-oriented components. In Information Reuse and Integration (IRI), 2015 IEEE International Conference on (pp. 225-228). IEEE. en_US
dc.author.email danielle.azar@lau.edu.lb
dc.author.email haidar.harmanani@lau.edu.lb
dc.conference.date 13-15 Aug. 2015 en_US
dc.conference.pages 225-228 en_US
dc.conference.title 2015 IEEE International Conference on Information Reuse and Integration en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url http://ieeexplore.ieee.org/abstract/document/7300981/ en_US
dc.author.affiliation Lebanese American University en_US

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