Optimization Models in Software Reliability

Optimization Models in Software Reliability

by Aggarwal, Anu G.

Type Book
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Title Statements

  • Full title :Optimization Models in Software Reliability.

Edition Statements

  • Publication Date:©2022.

Publication Statements

The Physical Object

  • Description:1 online resource (376 pages).

Edition Identifiers

  • ISBN:3030789195, 9783030789190
  • oclc:on1291322281
  • LC Classification:TA1-2040

Table of Contents

Intro -- Preface -- Contents -- About the Editors -- Software Reliability Modeling and Methods: A State of the Art Review -- 1 Introduction -- 2 Software Reliability Engineering -- 2.1 Trends in Software Development -- 2.2 Importance of Software Reliability Model -- 3 Software Reliability Models -- 3.1 Probabilistic Software Reliability Models -- 3.2 General Theory of NHPP -- 4 NHPP Software Reliability Models -- 4.1 NHPP Exponential Models -- 4.2 NHPP S-Shaped Models -- 4.3 NHPP Imperfect Debugging Models -- 4.4 NHPP Software Reliability Models on Software Testing -- 4.5 NHPP Multiple-Release Software Reliability Models -- 4.6 NHPP Environmental Factor Based Software Reliability Models -- 5 Conclusion -- References -- Software Reliability Growth Models Incorporating Software Project/Application's Characteristics as a Power Function with Change Point -- 1 Introduction -- 2 Literature Survey -- 2.1 Software Reliability Growth Models -- 2.2 Change Point -- 2.3 Release Policy -- 3 Methodology -- 3.1 Notations -- 3.2 Assumptions -- 3.3 Model Development -- 4 Model Validation -- 4.1 Dataset -- 4.2 Parameter Estimation -- 4.3 Goodness of Fit Curves -- 4.4 Comparison with the Previous Mo…

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