During the past decade, researchers have investigated X-by-Construction (XbC), encompassing extensions beyond correctness concerns as in the more traditional Correctness-by-Construction (CbC) paradigm. Like CbC, XbC is a refinement approach to engineer systems that by-construction satisfy certain properties (e.g., non-functional ones in the case of XbC)—also, and in particular, in the setting of probabilistic systems and properties, and both at design time and at runtime. In line with the need to integrate concepts from artificial intelligence (AI), this track brings together researchers and practitioners to share their views on the many possible synergies between CbC/XbC and AI.

X-by-Construction meets AI

ter Beek M. H.
Writing – Original Draft Preparation
;
2024

Abstract

During the past decade, researchers have investigated X-by-Construction (XbC), encompassing extensions beyond correctness concerns as in the more traditional Correctness-by-Construction (CbC) paradigm. Like CbC, XbC is a refinement approach to engineer systems that by-construction satisfy certain properties (e.g., non-functional ones in the case of XbC)—also, and in particular, in the setting of probabilistic systems and properties, and both at design time and at runtime. In line with the need to integrate concepts from artificial intelligence (AI), this track brings together researchers and practitioners to share their views on the many possible synergies between CbC/XbC and AI.
2024
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
9783031753862
9783031753879
Correctness-by-construction
Non-functional properties
AI
Machine learning
Probabilistic systems
Systems-of-systems
Quantitative modelling and analysis
Synthesis
Performance
File in questo prodotto:
File Dimensione Formato  
ISoLA24intro.pdf

solo utenti autorizzati

Descrizione: X-by-Construction Meets AI
Tipologia: Versione Editoriale (PDF)
Licenza: NON PUBBLICO - Accesso privato/ristretto
Dimensione 165.74 kB
Formato Adobe PDF
165.74 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
main.pdf

accesso aperto

Descrizione: This is the Submitted version (preprint) of the following paper: ter Beek M.H et al. “X-by-Construction Meets AI”, 2024 submitted to “Leveraging Applications of Formal Methods, Verification and Validation. Software Engineering Methodologies. 12th International Symposium, ISoLA 2024, Crete, Greece, October 27–31, 2024, Proceedings, Part IV”, Lecture Notes in Computer Science Vol. 15222 pp. 155-161. The final published version is available on the publisher’s website https://link.springer.com/chapter/10.1007/978-3-031-75387-9_10.
Tipologia: Documento in Pre-print
Licenza: Altro tipo di licenza
Dimensione 194.56 kB
Formato Adobe PDF
194.56 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/509265
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact