Machine Learning and the City: Applications in Architecture and Urban Design - Brossura

 
9781119749639: Machine Learning and the City: Applications in Architecture and Urban Design
Brossura
ISBN 10: 1119749638 ISBN 13: 9781119749639
Casa editrice: Wiley-Blackwell, 2022

Sinossi

Machine Learning and the City

Explore the applications of machine learning and artificial intelligence to the built environment

Machine Learning and the City: Applications in Architecture and Urban Design delivers a robust exploration of machine learning (ML) and artificial intelligence (AI) in the context of the built environment. Relevant contributions from leading scholars in their respective fields describe the ideas and techniques that underpin ML and AI, how to begin using ML and AI in urban design, and the likely impact of ML and AI on the future of city design and planning.

Each section couples theoretical and technical chapters, authoritative references, and concrete examples and projects that illustrate the efficacy and power of machine learning in urban design. The book also includes:

  • An introduction to the probabilistic logic that underpins machine learning
  • Comprehensive explorations of the applications of machine learning and artificial intelligence to urban environments
  • Practical discussions of the consequences of applied machine learning and the future of urban design

Perfect for designers approaching machine learning and AI for the first time, Machine Learning and the City: Applications in Architecture and Urban Design will also earn a place in the libraries of urban planners and engineers involved in urban design.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Silvio Carta is an architect and Associate Professor at the University of Hertfordshire, UK. His research interests include digital architecture, data-driven approaches and computational design. Silvio is the author of Big Data, Code and the Discrete City. Shaping Public Realms (Routledge 2019).

Dalla quarta di copertina

Explore the applications of machine learning and artificial intelligence to the built environment

Machine Learning and the City: Applications in Architecture and Urban Design delivers a robust exploration of machine learning (ML) and artificial intelligence (AI) in the context of the built environment. Relevant contributions from leading scholars in their respective fields describe the ideas and techniques that underpin ML and AI, how to begin using ML and AI in urban design, and the likely impact of ML and AI on the future of city design and planning.

Each section couples theoretical and technical chapters, authoritative references, and concrete examples and projects that illustrate the efficacy and power of machine learning in urban design. The book also includes:

  • An introduction to the probabilistic logic that underpins machine learning
  • Comprehensive explorations of the applications of machine learning and artificial intelligence to urban environments
  • Practical discussions of the consequences of applied machine learning and the future of urban design

Perfect for designers approaching machine learning and AI for the first time, Machine Learning and the City: Applications in Architecture and Urban Design will also earn a place in the libraries of urban planners and engineers involved in urban design.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Wiley-Blackwell
Data di pubblicazione
2022
Lingua
Inglese
ISBN 10 
1119749638
ISBN 13 
9781119749639
Rilegatura
Copertina flessibile
Numero di pagine
672
Redattore
Carta Silvio
Contatto del produttore
non disponibile
Persona responsabile
non disponibile