Adaptive control approach for software quality improvement - v. 20

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.Sample Chapter(s)Chapter 1: Prioritizing Coverage-Oriented Testing Process — Anadaptive-Learning-Based Approach and Casestudy (361 KB)Contents: Prioritizing Coverage-Oriented Testing Process — An Adaptive-Learning-Based Approach and Case Study (Fevzi Belli, Mubariz Eminov, Nida Gökçe & W Eric Wong)Statistical Evaluation Methods for V&V of Neuro-Adaptive Systems (Y Liu, J Schumann & B Cukic)Adaptive Random Testing (Dave Towey)Transparent Shaping: A Methodology for Adding Adaptive Behavior to Existing Software Systems and Applications (S Masoud Sadjadi, Philip K McKinley & Betty H C Cheng)Rule Extraction to Understand Changes in an Adaptive System (Marjorie A Darrah & Brian J Taylor)Requirements Engineering Via Lyqpunov Analysis for Adaptive Flight Control Systems (Giampiero Campa, Marco Mammarella, Mario L Fravolini & Bojan Cukic)Quantitative Modeling for Incremental Software Process Control (Scott D Miller, Raymond A DeCarlo & Aditya P Mathur)Proactive Monitoring and Control of Workflow Execution in Adaptive Service-based Systems (Stephen S Yau & Dazhi Huang)Accelerated Life Tests and Software Aging (Rivalino Matias Jr & Kishor S Trivedi)Readership: Students, researchers and practitioners in software engineering, as well as applied optimization and control theory.