Software Effort Estimation Using Artificial Neural Networks: a performance analysis of different ANNs - Couverture souple

Singh, Jagannath; Sahoo, Bibhudatta

 
9783659157004: Software Effort Estimation Using Artificial Neural Networks: a performance analysis of different ANNs
Couverture souple
ISBN 10 : 3659157007 ISBN 13 : 9783659157004
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

Continuous changing scenarios of software development technology make effort estimation more challenging. Some of the difficulties of estimation arise from the complexity and invisibility of software. Software development is intensively human activity and can’t be free from error. Ability of ANN(Artificial Neural Network) to model a complex set of relationship between the dependent variable (effort) and the independent variables (cost drivers) makes it as a potential tool for estimation. The application of artificial neural networks in prediction of effort in conventional and Object Oriented Software development approach has been discussed.

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Présentation de l'éditeur

Continuous changing scenarios of software development technology make effort estimation more challenging. Some of the difficulties of estimation arise from the complexity and invisibility of software. Software development is intensively human activity and can’t be free from error. Ability of ANN(Artificial Neural Network) to model a complex set of relationship between the dependent variable (effort) and the independent variables (cost drivers) makes it as a potential tool for estimation. The application of artificial neural networks in prediction of effort in conventional and Object Oriented Software development approach has been discussed.

Biographie de l'auteur

Jagannath Singh received the M.Tech in Computer Sc. & Engineering (Software Engineering) NIT Rourkela India. His research areas Software Engineering, Artificial Neural Networks. Prof. Bibhudatta Sahoo is assistant professor in the Dept. of Computer Sc. & Engg at NIT Rourkela. His area of research are Distributed systems,Computational m/c

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659157007
ISBN 13 
9783659157004
Reliure
Broché
Nombre de pages
84
Coordonnées du fabricant
non disponible
Personne responsable
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