Optimising the Software Development Process with Artificial Intelligence
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 in...
Zapisane w:
| Korporacja: | |
|---|---|
| Kolejni autorzy: | , , |
| Format: | Elektroniczne E-book |
| Język: | angielski |
| Wydane: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2023.
|
| Wydanie: | 1st ed. 2023. |
| Seria: | Natural Computing Series,
|
| Hasła przedmiotowe: | |
| Dostęp online: | https://doi.org/10.1007/978-981-19-9948-2 |
| Etykiety: |
Dodaj etykietę
Nie ma etykietki, Dołącz pierwszą etykiete!
|
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-981-19-9948-2 | ||
| 003 | DE-He213 | ||
| 005 | 20260810165852.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 230719s2023 si | o |||| 0|eng d | ||
| 020 | |a 9789811999482 |9 978-981-19-9948-2 | ||
| 024 | 7 | |a 10.1007/978-981-19-9948-2 |2 doi | |
| 050 | 4 | |a Q334-342 | |
| 050 | 4 | |a TA347.A78 | |
| 072 | 7 | |a UYQ |2 bicssc | |
| 072 | 7 | |a COM004000 |2 bisacsh | |
| 072 | 7 | |a UYQ |2 thema | |
| 082 | 0 | 4 | |a 006.3 |2 23 |
| 245 | 1 | 0 | |a Optimising the Software Development Process with Artificial Intelligence |h [electronic resource] / |c edited by José Raúl Romero, Inmaculada Medina-Bulo, Francisco Chicano. |
| 250 | |a 1st ed. 2023. | ||
| 264 | 1 | |a Singapore : |b Springer Nature Singapore : |b Imprint: Springer, |c 2023. | |
| 300 | |a 1 online resource (XVI, 344 p. 147 illus.). |b 115 illus. in color. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Natural Computing Series, |x 2627-6461 | |
| 505 | 0 | |a 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. | |
| 520 | |a 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. | ||
| 588 | |a Print version record. | ||
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Software engineering. | |
| 650 | 0 | |a Machine learning. | |
| 650 | 1 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Software Engineering. |
| 650 | 2 | 4 | |a Machine Learning. |
| 700 | 1 | |a Romero, José Raúl. |e editor. |0 (orcid)0000-0002-4550-6385 |1 https://orcid.org/0000-0002-4550-6385 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Medina-Bulo, Inmaculada. |e editor. |0 (orcid)0000-0002-7543-2671 |1 https://orcid.org/0000-0002-7543-2671 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Chicano, Francisco. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9789811999475 |
| 776 | 0 | 8 | |i Printed edition: |z 9789811999499 |
| 776 | 0 | 8 | |i Printed edition: |z 9789811999505 |
| 830 | 0 | |a Natural Computing Series, |x 2627-6461 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-981-19-9948-2 |
| 912 | |a ZDB-2-SCS | ||
| 912 | |a ZDB-2-SXCS | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||