Articles liés à Prediction of Software Reliability Using Neural Network...
Prediction of Software Reliability Using Neural Network & Fuzzy Logic: Using Neural Network and Fuzzy Logic Techniques for Predicting Software Reliability - Couverture souple
Synopsis
Developing a reliable software system, several issues need to be addressed. These issues include the definition of reliable software, reliable development methodologies, testing methods for reliability, and reliability growth prediction modeling. Many software reliability growth models were proposed with the goal to estimate the number of residual software faults, which occur in the software testing process. In this thesis, we explore an alternative approach using two types of neural networks (NN) models, the feedforward and the Radial basis function. We also use of fuzzy rules. NNs have been used both to estimate parameters of a formal model and to learn to emulate the process model itself to predict future faults. Feedforward and Radial basis function have been successfully used to solve a variety of prediction problems, which include real-time control, military, and operating system applications. A set of fuzzy rules were also developed to model the dynamics of the software reliability growth models in various applications. The reported results using neural networks and fuzzy logic can improve the software reliability growth modeling solution.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Présentation de l'éditeur
Developing a reliable software system, several issues need to be addressed. These issues include the definition of reliable software, reliable development methodologies, testing methods for reliability, and reliability growth prediction modeling. Many software reliability growth models were proposed with the goal to estimate the number of residual software faults, which occur in the software testing process. In this thesis, we explore an alternative approach using two types of neural networks (NN) models, the feedforward and the Radial basis function. We also use of fuzzy rules. NNs have been used both to estimate parameters of a formal model and to learn to emulate the process model itself to predict future faults. Feedforward and Radial basis function have been successfully used to solve a variety of prediction problems, which include real-time control, military, and operating system applications. A set of fuzzy rules were also developed to model the dynamics of the software reliability growth models in various applications. The reported results using neural networks and fuzzy logic can improve the software reliability growth modeling solution.
Biographie de l'auteur
Received Ph.D in Information Technology from George Mason University, USA in 2003. Currently Dr. Aljahdali is Associate Professor and Dean of the college of computers and information technology at Taif University. His research interests include software reliability models, soft computing for software engineering, and reverse engineering.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
- ÉditeurVDM Verlag Dr. Müller
- Date d'édition2011
- ISBN 10 3639363590
- ISBN 13 9783639363593
- ReliureBroché
- Langueanglais
- Nombre de pages112
- Coordonnées du fabricantnon disponible
Acheter neuf
Afficher cet article
EUR 39,24
EUR 9,70 expédition depuis Allemagne vers France
Destinations, frais et délaisRésultats de recherche pour Prediction of Software Reliability Using Neural Network...
Image fournie par le vendeur
Prediction of Software Reliability Using Neural Network & Fuzzy Logic
Edité par
VDM Verlag Dr. Müller, 2011
ISBN 10 : 3639363590
ISBN 13 : 9783639363593
Neuf
Kartoniert / Broschiert
Vendeur : moluna, Greven, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Kartoniert / Broschiert. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Aljahdali SultanReceived Ph.D in Information Technology from George Mason University, USA in 2003. Currently Dr. Aljahdali is Associate Professor and Dean of the college of computers and information technology at Taif University. N° de réf. du vendeur 4981100
Quantité disponible : Plus de 20 disponibles
Image d'archives
Prediction of Software Reliability Using Neural Network & Fuzzy Logic: Using Neural Network and Fuzzy Logic Techniques for Predicting Software Reliability
Edité par
VDM Verlag Dr. Müller, 2011
ISBN 10 : 3639363590
ISBN 13 : 9783639363593
Neuf
Couverture souple
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. In. N° de réf. du vendeur ria9783639363593_new
Quantité disponible : Plus de 20 disponibles
Image d'archives
Prediction of Software Reliability Using Neural Network Fuzzy Logic Using Neural Network and Fuzzy Logic Techniques for Predicting Software Reliability
impression à la demandeVendeur : PBShop.store US, Wood Dale, IL, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
PAP. Etat : New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N° de réf. du vendeur L0-9783639363593
Quantité disponible : Plus de 20 disponibles
Image d'archives
Prediction of Software Reliability Using Neural Network Fuzzy Logic Using Neural Network and Fuzzy Logic Techniques for Predicting Software Reliability
impression à la demandeVendeur : PBShop.store UK, Fairford, GLOS, Royaume-Uni
Évaluation du vendeur 4 sur 5 étoiles
PAP. Etat : New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. N° de réf. du vendeur L0-9783639363593
Quantité disponible : Plus de 20 disponibles
Image d'archives
Prediction of Software Reliability Using Neural Network & Fuzzy Logic: Using Neural Network and Fuzzy Logic Techniques for Predicting Software Reliability
Edité par
VDM Verlag Dr. M�ller 2011-06-10, 2011
ISBN 10 : 3639363590
ISBN 13 : 9783639363593
Neuf
Paperback
Vendeur : Chiron Media, Wallingford, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Paperback. Etat : New. N° de réf. du vendeur 6666-IUK-9783639363593
Quantité disponible : 10 disponible(s)
Image d'archives
Prediction of Software Reliability Using Neural Network & Fuzzy Logic: Using Neural Network and Fuzzy Logic Techniques for Predicting Software Reliability
Edité par
VDM Verlag Dr. Müller, 2011
ISBN 10 : 3639363590
ISBN 13 : 9783639363593
Neuf
Couverture souple
Vendeur : California Books, Miami, FL, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. N° de réf. du vendeur I-9783639363593
Quantité disponible : Plus de 20 disponibles
Image fournie par le vendeur
Prediction of Software Reliability Using Neural Network & Fuzzy Logic : Using Neural Network and Fuzzy Logic Techniques for Predicting Software Reliability
impression à la demandeVendeur : AHA-BUCH GmbH, Einbeck, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Developing a reliable software system, several issues need to be addressed. These issues include the definition of reliable software, reliable development methodologies, testing methods for reliability, and reliability growth prediction modeling. Many software reliability growth models were proposed with the goal to estimate the number of residual software faults, which occur in the software testing process. In this thesis, we explore an alternative approach using two types of neural networks (NN) models, the feedforward and the Radial basis function. We also use of fuzzy rules. NNs have been used both to estimate parameters of a formal model and to learn to emulate the process model itself to predict future faults. Feedforward and Radial basis function have been successfully used to solve a variety of prediction problems, which include real-time control, military, and operating system applications. A set of fuzzy rules were also developed to model the dynamics of the software reliability growth models in various applications. The reported results using neural networks and fuzzy logic can improve the software reliability growth modeling solution. N° de réf. du vendeur 9783639363593
Quantité disponible : 2 disponible(s)
Image d'archives
Prediction of Software Reliability Using Neural Network & Fuzzy Logic: Using Neural Network and Fuzzy Logic Techniques for Predicting Software Reliability
Edité par
VDM Verlag Dr. Müller, 2011
ISBN 10 : 3639363590
ISBN 13 : 9783639363593
Neuf
Couverture souple
Vendeur : Lucky's Textbooks, Dallas, TX, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. N° de réf. du vendeur ABLING22Oct2817100457432
Quantité disponible : Plus de 20 disponibles