From the very beginning COCOMO model was used for estimation process, at that era fuzzy logic or ... more From the very beginning COCOMO model was used for estimation process, at that era fuzzy logic or perhaps artificial intelligence wasn't grounded into solid. In present scenario projects are very large and are generally globally distributed as well as in software improvement, software effort estimation is one of the crucial steps particularly for offshore projects. The principle aim of this paper is always to emphasize all the uncertainties that had been faced in earlier time, but by means of fuzzy logic precision of estimation was improved. Fuzzy-logic technique primarily based software effort estimation models will be more reliable and agreeable, especially for significant and complex initiatives KeywordsEffort Estimation, Fuzzy logic, Constructive Cost model (COCOMO), Fuzzification, Dfuzzyfication.
International Journal of Computer Applications, 2015
Software effort estimation is to find out the development effort required by a project. Before an... more Software effort estimation is to find out the development effort required by a project. Before any project is being started firstly it is required to estimate the development effort required. This is one of the most important and challenging activities that has done before. Various techniques have been proposed to calculate effort estimation, but providing accurate cost is still an unachievable goal. This paper represents different neural network techniques that have been proposed to calculate effort estimation. It describes various techniques and approach proposed by different researchers representing how neural network gives accurate effort estimation in comparison with other techniques. This paper also focuses on how researchers have used various concepts of neural network and brought it into use to estimate effort.
From the very beginning COCOMO model was used for estimation process, at that era fuzzy logic or ... more From the very beginning COCOMO model was used for estimation process, at that era fuzzy logic or perhaps artificial intelligence wasn't grounded into solid. In present scenario projects are very large and are generally globally distributed as well as in software improvement, software effort estimation is one of the crucial steps particularly for offshore projects. The principle aim of this paper is always to emphasize all the uncertainties that had been faced in earlier time, but by means of fuzzy logic precision of estimation was improved. Fuzzy-logic technique primarily based software effort estimation models will be more reliable and agreeable, especially for significant and complex initiatives KeywordsEffort Estimation, Fuzzy logic, Constructive Cost model (COCOMO), Fuzzification, Dfuzzyfication.
International Journal of Computer Applications, 2015
Software effort estimation is to find out the development effort required by a project. Before an... more Software effort estimation is to find out the development effort required by a project. Before any project is being started firstly it is required to estimate the development effort required. This is one of the most important and challenging activities that has done before. Various techniques have been proposed to calculate effort estimation, but providing accurate cost is still an unachievable goal. This paper represents different neural network techniques that have been proposed to calculate effort estimation. It describes various techniques and approach proposed by different researchers representing how neural network gives accurate effort estimation in comparison with other techniques. This paper also focuses on how researchers have used various concepts of neural network and brought it into use to estimate effort.
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Papers by Salma Tarannum