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

软件可靠性预测的人工神经网络应用

计算机软件

售   价:
1756.00
发货周期:预计3-5周发货
作      者
出版时间
2017年08月16日
装      帧
精装
ISBN
9781119223542
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页      码
312
开      本
15.56 x 23.50 cm.
语      种
英文
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图书简介
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.
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