Optimization Models in Software Reliability
- Length: 385 pages
- Edition: 1
- Language: English
- Publisher: Springer
- Publication Date: 2021-10-31
- ISBN-10: 3030789187
- ISBN-13: 9783030789183
- Sales Rank: #0 (See Top 100 Books)
The book begins with an introduction to software reliability, models and techniques. The book is an informative book covering the strategies needed to assess software failure behaviour and its quality, as well as the application of optimization tools for major managerial decisions related to the software development process. It features a broad range of topics including software reliability assessment and apportionment, optimal allocation and selection decisions and upgradations problems.
It moves through a variety of problems related to the evolving field of optimization of software reliability engineering, including software release time, resource allocating, budget planning and warranty models, which are each explored in depth in dedicated chapters.
This book provides a comprehensive insight into present-day practices in software reliability engineering, making it relevant to students, researchers, academics and practising consultants and engineers.
Cover Front Matter Software Reliability Modeling and Methods: A State of the Art Review Software Reliability Growth Models Incorporating Software Project/Application’s Characteristics as a Power Function with Change Point Robust Multi-Response Based Software Reliability Modeling Multi-criteria Decision Making in Optimal Software Testing-Allocation Problem Release Planning Analysis Through Testing Coverage and Fault Reduction Factor Based Models with Change Point Perspective Understanding Interactions Among Software Development Attributes and Release Planning Problem Through ISM and MAUT Software Reliability Modeling and Assessment Integrating Time Dependent Fault Reduction Factor in Random Environment Multi-objective Release Time Problem for Modular Software using Fuzzy Analytical Hierarchy Process Neutrosophic AHP Approach for Budget Constrained Reliability Allocation Among Modules of Software System Testing Resource Allocation for Software System: An Approach Integrating MEMV-OWA and DEMATEL Modeling Allocation Problem for Software with Varied Levels of Fault Severity Integration of FAHP and COPRAS-G for Software Component Selection Estimation and Testing Procedures for the Reliability Functions of Exponentiated Generalized Family of Distributions and a Characterization Based on Records Modelling of Non-linear Multi-objective Programming and TOPSIS in Software Quality Assessment Under Picture Fuzzy Framework Requirement Barriers to Implement the Software Projects in Agile Development Ranking of Multi-release Software Reliability Growth Model Using Weighted Distance-Based Approach
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