Artificial Neural Network Applications for Software Reliability Prediction PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Artificial Neural Network Applications for Software Reliability Prediction PDF full book. Access full book title Artificial Neural Network Applications for Software Reliability Prediction by Manjubala Bisi. Download full books in PDF and EPUB format.

Artificial Neural Network Applications for Software Reliability Prediction

Artificial Neural Network Applications for Software Reliability Prediction PDF Author: Manjubala Bisi
Publisher: John Wiley & Sons
ISBN: 111922392X
Category : Computers
Languages : en
Pages : 225

Get Book Here

Book Description
This book provides a starting point for software professionals to apply artificial neural networks for software reliability prediction without having analyst capability and expertise in various ANN architectures and their optimization. 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 are presented. 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.