03538nam 22005895 450 99654683860331620230719192312.0981-19-9948-110.1007/978-981-19-9948-2(MiAaPQ)EBC30657018(Au-PeEL)EBL30657018(DE-He213)978-981-19-9948-2(PPN)272250732(EXLCZ)992767502480004120230719d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierOptimising the Software Development Process with Artificial Intelligence[electronic resource] /edited by José Raúl Romero, Inmaculada Medina-Bulo, Francisco Chicano1st ed. 2023.Singapore :Springer Nature Singapore :Imprint: Springer,2023.1 online resource (349 pages)Natural Computing Series,2627-6461Print version: Romero, José Raúl Optimising the Software Development Process with Artificial Intelligence Singapore : Springer Singapore Pte. Limited,c2023 9789811999475 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.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.Natural Computing Series,2627-6461Artificial intelligenceSoftware engineeringMachine learningArtificial IntelligenceSoftware EngineeringMachine LearningArtificial intelligence.Software engineering.Machine learning.Artificial Intelligence.Software Engineering.Machine Learning.005.1028563Romero José Raúl1379061Medina-Bulo Inmaculada1379062Chicano Francisco1362823MiAaPQMiAaPQMiAaPQBOOK996546838603316Optimising the Software Development Process with Artificial Intelligence3418539UNISA