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Adaptive Control Approach For Software Quality Improvement [Kõva köide]

Edited by (West Virginia Univ, Usa), Edited by (Univ Of Texas At Dallas, Usa)
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This book focuses on the topic of improving software quality using adaptive control approaches. As software systems grow in complexity, some of the central challenges include their ability to self-manage and adapt at run time, responding to changing user needs and environments, faults, and vulnerabilities. Control theory approaches presented in the book provide some of the answers to these challenges.The book weaves together diverse research topics (such as requirements engineering, software development processes, pervasive and autonomic computing, service-oriented architectures, on-line adaptation of software behavior, testing and QoS control) into a coherent whole.Written by world-renowned experts, this book is truly a noteworthy and authoritative reference for students, researchers and practitioners to better understand how the adaptive control approach can be applied to improve the quality of software systems. Book chapters also outline future theoretical and experimental challenges for researchers in this area.
Preface v
1 Prioritizing Coverage-Oriented Testing Process --- An Adaptive-Learning-Based Approach and Case Study
1(22)
Fevzi Belli
Mubariz Eminov
Nida Gokce
W. Eric Wong
2 Statistical Evaluation Methods for V&V of Neuro-Adaptive Systems
23(34)
Y. Liu
J. Schumann
B. Cukic
3 Adaptive Random Testing
57(20)
Dave Towey
4 Transparent Shaping: A Methodology for Adding Adaptive Behavior to Existing Software Systems and Applications
77(38)
S. Masoud Sadjadi
Philip K. Mckinley
Betty H. C. Cheng
5 Rule Extraction to Understand Changes in an Adaptive System
115(30)
Marjorie A. Darrah
Brian J. Taylor
6 Requirements Engineering Via Lyapunov Analysis for Adaptive Flight Control Systems
145(22)
Giampiero Campa
Marco Mammarella
Mario L. Fravolini
Bojan Cukic
7 Quantitative Modeling for Incremental Software Process Control
167(72)
Scott D. Miller
Raymond A. Decarlo
Aditya P. Mathur
8 Proactive Monitoring and Control of Workflow Execution in Adaptive Service-based Systems
239(28)
Stephen S. Yau
Dazhi Huang
9 Accelerated Life Tests and Software Aging
267
Rivalino Matias Jr.
Kishor S. Trivedi