John Wiley & Sons Artificial Neural Network Applications for Software Reliability Prediction Cover Artificial neural network (ANN) has proven to be a universal approximator for any non-linear continu.. Product #: 978-1-119-22354-2 Regular price: $188.79 $188.79 Auf Lager

Artificial Neural Network Applications for Software Reliability Prediction

Bisi, Manjubala / Goyal, Neeraj Kumar

Performability Engineering Series

Cover

1. Auflage September 2017
312 Seiten, Hardcover
Wiley & Sons Ltd

ISBN: 978-1-119-22354-2
John Wiley & Sons

Jetzt kaufen

Preis: 202,00 €

Preis inkl. MwSt, zzgl. Versand

Weitere Versionen

epubpdf

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.