Software Development Effort Estimation Using Regression Fuzzy Models
نویسندگان
چکیده
منابع مشابه
Estimation of software project effort using nonlinear regression models
Accurate estimation of software project effort plays an important role in software project management and is one of the most difficult empirical modeling tasks in software engineering. This paper introduces a piecewise linear regression model with a change point [9, 10] which includes the well-known COCOMO model as a special case. Our model is used to estimate software project effort using a NA...
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Accurate effort prediction is an ongoing challenge to software engineers. It is an important task in the management of software projects. Effort estimation is the challenging and is an important area in the software project management research field. The development of software has always been characterized by the parameters that contain certain level of fuzziness. This requires some degree of ...
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Accurate estimating is one of the most important activities in the field of software project management. Different aspects of software projects must be estimated among which time and effort are of significant importance to efficient project planning. Due to complexity of software projects and lack of information at the early stages of project, reliable effort estimation is a challenging issue. ...
متن کاملAn Improved Algorithmic Method for Software Development Effort Estimation
Accurate estimating is one of the most important activities in the field of software project management. Different aspects of software projects must be estimated among which time and effort are of significant importance to efficient project planning. Due to complexity of software projects and lack of information at the early stages of project, reliable effort estimation is a challenging issue. ...
متن کاملType-2 Fuzzy Logic Approach To Increase The Accuracy Of Software Development Effort Estimation
predicting the effort of a successful project has been a major problem for software engineers the significance of which has led to extensive investigation in this area. One of the main objectives of software engineering society is the development of useful models to predict the costs of software product development. The absence of these activities before starting the project will lead to variou...
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ژورنال
عنوان ژورنال: Computational Intelligence and Neuroscience
سال: 2019
ISSN: 1687-5265,1687-5273
DOI: 10.1155/2019/8367214