Title :
A novel method for software effort estimation using inverse regression as firing interval in fuzzy logic
Author :
Kumar, J. N V R Swarup ; Rao, T. Govinda ; Babu, Y. Naga ; Chaitanya, S. ; Subrahmanyam, K.
Author_Institution :
CSE Dept, Gudlavalleru Eng. Coll., Gudlavalleru, India
Abstract :
Software effort estimation is the most essential in-order to develop a software system and it can analyze the project decisions like resource allocation and bidding which can be used to complete the project with respect to time/within the scope of the time. It gives estimation about the cost and time required for software development. It can be implemented through various estimation techniques and estimation models. In this paper, we proposed a new model using fuzzy logic in-order to estimate the most important factors of software effort estimation such as cost and time. We use MATLAB to determine the parameters of various cost estimation models. The performance of model is evaluated on published software projects data. Comparison of results from our model with existing ubiquitous models is shown.
Keywords :
fuzzy logic; project management; regression analysis; resource allocation; software cost estimation; software development management; MATLAB; bidding; firing Interval; fuzzy logic; inverse regression; resource allocation; software cost estimation; software development; software effort estimation; software project; Computational modeling; Data models; Estimation; Fuzzy logic; Mathematical model; Shape; Software; COCOMO; Effort Estimation; Fuzziness; Fuzzy Logic; KLOC; Membership Function;
Conference_Titel :
Electronics Computer Technology (ICECT), 2011 3rd International Conference on
Conference_Location :
Kanyakumari
Print_ISBN :
978-1-4244-8678-6
Electronic_ISBN :
978-1-4244-8679-3
DOI :
10.1109/ICECTECH.2011.5941882