Optimization of soft cost estimation using genetic algorithm for NASA software projects

Conference Paper
Tagoug, Mohammed Algabri, Fahman Saeed, Hassan Mathkour, Nejmeddine . 2015
نوع عمل المنشور: 
دكتوراه
اسم المؤتمر: 
Information Technology: Towards New Smart World (NSITNSW), 2015 5th National Symposium on
تاريخ المؤتمر: 
الثلاثاء, شباط (فبراير) 17, 2015
مستخلص المنشور: 

Software cost estimation approximate judgment of the cost and time required to complete the project successfully. The cost estimation is usually measured in terms of effort. The Constructive Cost Model (COCOMO) is one of the most important model for software cost estimation. In this paper, soft computing techniques: genetic algorithm has been used for tuning the parameters of COCOMO model to predicate the software cost more accurately. Moreover, the performance of proposed methods compared through COCOMO NASA Data Set were used.