DocumentCode
2041035
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
Volume
4
fYear
2011
fDate
8-10 April 2011
Firstpage
177
Lastpage
182
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICECTECH.2011.5941882
Filename
5941882
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