Artificial Intelligence in Urban Planning and Design
eBook - ePub

Artificial Intelligence in Urban Planning and Design

Technologies, Implementation, and Impacts

  1. 408 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Artificial Intelligence in Urban Planning and Design

Technologies, Implementation, and Impacts

About this book

Artificial Intelligence in Urban Planning and Design: Technologies, Implementation, and Impacts is the most comprehensive resource available on the state of Artificial Intelligence (AI) as it relates to smart city planning and urban design. The book explains nascent applications of AI technologies in urban design and city planning, providing a thorough overview of AI-based solutions. It offers a framework for discussion of theoretical foundations of AI, AI applications in the urban design, AI-based research and information systems, and AI-based generative design systems. The concept of AI generates unprecedented city planning solutions without defined rules in advance, a development raising important questions issues for urban design and city planning. This book articulates current theoretical and practical methods, offering critical views on tools and techniques and suggests future directions for the meaningful use of AI technology. - Includes a cutting-edge catalogue of AI tools applied to smart city design and planning - Provides case studies from around the globe at various scales - Includes diagrams and graphics for course instruction

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Yes, you can access Artificial Intelligence in Urban Planning and Design by Imdat As,Prithwish Basu,Pratap Talwar in PDF and/or ePUB format, as well as other popular books in Politics & International Relations & City Planning & Urban Development. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Front Matter
  3. Table of Contents
  4. Copyright
  5. Contributors
  6. Preface
  7. Acknowledgments
  8. List of Illustrations
  9. List of Tables
  10. Chapter 1 : A new agenda for AI-based urban design and planning
  11. Chapter 2 : AI and the limits of human creativity in urban planning and design
  12. Chapter 3 : Complexity science for urban solutions
  13. Chapter 4 : Classes of AI tools, techniques, and methods
  14. Chapter 5 : Urban form analysis through morphometry and machine learning
  15. Chapter 6 : AI-driven BIM on the cloud
  16. Chapter 7 : Deep learning in urban analysis for health
  17. Chapter 8 : Spatial design of energy self-sufficient communities
  18. Chapter 9 : The image of the city through the eyes of machine reasoning
  19. Chapter 10 : Optimizing urban grid layouts using proximity metrics
  20. Chapter 11 : Image analytics for urban planning: The case of the Barcelona Superblock
  21. Chapter 12 : Complexity science-based spatial performance analyses of UNStudio/DP Architects’ SUTD Campus and WOHA's Kampung Admiralty
  22. Chapter 13 : Understanding urban leisure walking behavior: Correlations between neighborhood features and fitness tracking data
  23. Chapter 14 : Spacemaker.Ai: Using AI in developing urban block variations
  24. Chapter 15 : Möbius evolver: Competitive exploration of urban massing strategies
  25. Chapter 16 : Adaptive master plans: Flexible modular design strategies
  26. Chapter 17 : SASAKI: Filling the design gap—Urban impressions with AI
  27. Chapter 18 : KPF: A retrospective view on urban planning AI for 2020
  28. Index
  29. A