Fuzzy Logic provides a complete overview of fuzzy logic and outlines how it can be applied to real-world problems in industry and business. The book focuses on how the main concepts of fuzzy logic can be put to use in a practical way, and includes illustrative programs on an accompanying disk to pro
Early Software Reliability Prediction: A Fuzzy Logic Approach
β Scribed by Ajeet Kumar Pandey, Neeraj Kumar Goyal (auth.)
- Publisher
- Springer India
- Year
- 2013
- Tongue
- English
- Leaves
- 164
- Series
- Studies in Fuzziness and Soft Computing 303
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
The development of software system with acceptable level of reliability and quality within available time frame and budget becomes a challenging objective. This objective could be achieved to some extent through early prediction of number of faults present in the software, which reduces the cost of development as it provides an opportunity to make early corrections during development process. The book presents an early software reliability prediction model that will help to grow the reliability of the software systems by monitoring it in each development phase, i.e. from requirement phase to testing phase. Different approaches are discussed in this book to tackle this challenging issue. An important approach presented in this book is a model to classify the modules into two categories (a) fault-prone and (b) not fault-prone. The methods presented in this book for assessing expected number of faults present in the software, assessing expected number of faults present at the end of each phase and classification of software modules in fault-prone or no fault-prone category are easy to understand, develop and use for any practitioner. The practitioners are expected to gain more information about their development process and product reliability, which can help to optimize the resources used.
β¦ Table of Contents
Front Matter....Pages i-xix
Introduction....Pages 1-16
Background: Software Quality and Reliability Prediction....Pages 17-33
Early Fault PredictionΓ Using Software Metrics and Process Maturity....Pages 35-57
Multistage Model for Residual Fault Prediction....Pages 59-80
Prediction and Ranking of Fault-Prone Software Modules....Pages 81-104
Reliability Centric Test Case Prioritization....Pages 105-115
Software Reliability and Operational Profile....Pages 117-130
Back Matter....Pages 131-153
β¦ Subjects
Computational Intelligence; Software Engineering; Statistics and Computing/Statistics Programs
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