Artificial Neural Network Applications for Software Reliability Prediction (Performability Engineering Series)

Bisi, Manjubala; Goyal, Neeraj Kumar

ISBN 10: 1119223547 / ISBN 13: 9781119223542

Verlag: John Wiley & Sons, 2017

Beschreibung

pp. 250. Bestandsnummer des Verkäufers 26373318086

Bibliografische Details

Titel: Artificial Neural Network Applications for ...

Verlag: John Wiley & Sons

Erscheinungsdatum: 2017

Einband: Hardcover

Zustand: New

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Inhaltsangabe:

Páginas:314Géneros:12:UYQ:ArtificialintelligenceSinopsis:

Reseña del editor:

Artificial neural network (ANN) has proven to be a universal approximator for any non-linear continuous function with arbitrary accuracy. This book presents how to apply ANN to measure various software reliability indicators: number of failures in a given time, time between successive failures, fault-prone modules and development efforts. The application of machine learning algorithm i.e. artificial neural networks application in software reliability prediction during testing phase as well as early phases of software development process is presented as well. Applications of artificial neural network for the above purposes are discussed with experimental results in this book so that practitioners can easily use ANN models for predicting software reliability indicators.