期刊名称：Journal of Theoretical and Applied Information Technology
印刷版ISSN：1992-8645
电子版ISSN：1817-3195
出版年度：2014
卷号：60
期号：1
出版社：Journal of Theoretical and Applied
摘要：Requirements Engineering (RE) refers to development of software-intensive systems. There are various kinds of software-intensive systems, and RE practice varies across this range. System requirements are descriptions of services provided by a system and its constraints. Functional requirements capture the system�s intended behavior which may be expressed as services, tasks or functions, a system needs to perform. Unlike Functional Requirements, Non-Functional Requirements (NFR) state constraints to the system as well as particular notions of qualities a system might have.NFR analysis is an important RE activity. This paper uses Support Vector Machine (SVM) for classification of NFR; Radial Basis Function kernel is optimized using Hybrid Artificial Bee Colony (ABC).The hybrid ABC incorporates differential evolution.
