DocumentCode :
597748
Title :
Software cost estimation using Particle Swarm Optimization in the light of Quality Function Deployment technique
Author :
Kashyap, Dhiren ; Misra, A.K.
Author_Institution :
Dept. of Comput. Sci. & Eng., Motilal Nehru Nat. Inst. of Technol., Allahabad, India
fYear :
2013
fDate :
4-6 Jan. 2013
Firstpage :
1
Lastpage :
8
Abstract :
Although software industry has seen a tremendous growth and expansion since its birth, it is continuously facing problems in its evolution. The major challenge for this industry is to produce quality software which is timely designed and build with proper cost estimates. Thus the techniques for controlling the quality and predicting cost of software are in the center of attention for many software firms. In this paper, we have tried to propose a cost estimation model based on Multi-objective Particle Swarm Optimization (MPSO) to tune the parameters of the famous COstructive COst MOdel (COCOMO). This cost estimation model is integrated with Quality Function Deployment (QFD) methodology to assist decision making in software designing and development processes for improving the quality. This unique combination will help the project managers to efficiently plan the overall software development life cycle of the software product.
Keywords :
DP industry; decision making; particle swarm optimisation; quality control; quality function deployment; software cost estimation; software quality; COCOMO; QFD methodology; cost prediction; costructive cost model; decision making; multiobjective particle swarm optimization; parameter tuning; project managers; quality function deployment technique; software cost estimation model; software designing; software development life cycle; software development process; software firms; software industry; software product; software quality control; Computational modeling; Estimation; Mathematical model; Particle swarm optimization; Quality function deployment; Software; Software algorithms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Communication and Informatics (ICCCI), 2013 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4673-2906-4
Type :
conf
DOI :
10.1109/ICCCI.2013.6466263
Filename :
6466263
Link To Document :
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