, ,

Optimising the Software Development Process with Artificial Intelligence

Gebonden Engels 2023 9789811999475
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9789811999475
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Singapore

Lezersrecensies

Wees de eerste die een lezersrecensie schrijft!

Inhoudsopgave

Introduction.- Artificial Intelligence in Software Project Management.- Requirements Engineering.- Leveraging Artificial Intelligence for Model-based Software Analysis and Design.- Statistical Models and Machine Learning to Advance Code Completion.- Cloud development and deployment.- Automated Support for Unit Text Generation: A Tutorial Book Chapter.- Artificial Intelligence Techniques in System Testing.- Intelligent Software Maintenance.- Metaheuristics in a nutshell.- Foundations of Machine Learning for Software Engineering.

Managementboek Top 100

Rubrieken

Populaire producten

    Personen

      Trefwoorden

        Optimising the Software Development Process with Artificial Intelligence