Title :
An estimation of software reusability using fuzzy logic technique
Author :
Singh, Chaman ; Pratap, Anju ; Singhal, Achintya
Author_Institution :
Dept. of Comput. Sci. & Eng., Amity Univ., Noida, India
Abstract :
Soft computing techniques play very important role in developing software engineering applications. These consist of fuzzy logic system, neural network model and genetic algorithm techniques. Among these, fuzzy logic and neural network techniques are broadly used to assess software reusability, software maintainability, software understandability etc. Software reuse is defined as software development with several existing modules. This paper presents a model based on different factors namely Modularity (MD), Interface Complexity (IC), Maintainability (MN), Flexibility (FX) and Adaptability (AD) for the assessment of software reusability using soft computing technique via fuzzy logic. This is done by assuming different membership functions such as Triangular, Trapezoidal and Gaussian membership functions defined in MATLAB for these parameters in order to predict the reusability. Our approach is depending on these software metrics for the identification and evaluation of reusable components. Software reusability is likely to have a bright future and a remarkable work for research. This effort will help developers and researcher to choose the finest component related to the reusability, which would help in improving the performance and efficiency of the whole software system.
Keywords :
fuzzy logic; software metrics; software reusability; Gaussian membership function; Matlab; adaptability factor; flexibility factor; fuzzy logic technique; genetic algorithm; interface complexity factor; maintainability factor; modularity factor; neural network model; soft computing techniques; software engineering applications; software maintainability; software metrics; software reusability assessment; software reusability estimation; software understandability; trapezoidal membership function; triangular membership function; Complexity theory; Integrated circuits; Manganese; Measurement; Adaptability (AD); Component based software engineering (CBSE); Flexibility (FX); Fuzzy inference system (FIS); Fuzzy logic; Interface Complexity (IC); Maintainability (MN); Membership functions; Modularity (MD); Software reusability;
Conference_Titel :
Signal Propagation and Computer Technology (ICSPCT), 2014 International Conference on
Conference_Location :
Ajmer
Print_ISBN :
978-1-4799-3139-2
DOI :
10.1109/ICSPCT.2014.6884890