Optimising the Software Development Process with Artificial Intelligence
Springer Nature Singapore
ISBN 9789811999482
Standardpreis
Bibliografische Daten
eBook. PDF
2023
XVI, 344 p. 147 illus., 115 illus. in color..
In englischer Sprache
Umfang: 344 S.
Verlag: Springer Nature Singapore
ISBN: 9789811999482
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Natural Computing Series
Produktbeschreibung
This book offers a practical introduction to the use of artificial intelligence (AI) techniques to improve and optimise the various phases of the software development process, from the initial project planning to the latest deployment. All chapters were written by leading experts in the field and include practical and reproducible examples.
Following the introductory chapter, Chapters 2-9 respectively apply AI techniques to the classic phases of the software development process: project management, requirement engineering, analysis and design, coding, cloud deployment, unit and system testing, and maintenance. Subsequently, Chapters 10 and 11 provide foundational tutorials on the AI techniques used in the preceding chapters: metaheuristics and machine learning. Given its scope and focus, the book represents a valuable resource for researchers, practitioners and students with a basic grasp of software engineering.
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