Artificial Intelligence In Urban Planning And Design


Artificial Intelligence In Urban Planning And Design
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Artificial Intelligence In Urban Planning And Design


Artificial Intelligence In Urban Planning And Design
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Author : Imdat As
language : en
Publisher: Elsevier
Release Date : 2022-05-14

Artificial Intelligence In Urban Planning And Design written by Imdat As and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-14 with Political Science categories.


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



Machine Learning And The City


Machine Learning And The City
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Author : Silvio Carta
language : en
Publisher: John Wiley & Sons
Release Date : 2022-05-17

Machine Learning And The City written by Silvio Carta and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-17 with Architecture categories.


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.



Smart Cities And Artificial Intelligence


Smart Cities And Artificial Intelligence
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Author : Christopher Grant Kirwan
language : en
Publisher: Elsevier
Release Date : 2020-05-19

Smart Cities And Artificial Intelligence written by Christopher Grant Kirwan and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-19 with Political Science categories.


Smart Cities and Artificial Intelligence offers a comprehensive view of how cities are evolving as smart ecosystems through the convergence of technologies incorporating machine learning and neural network capabilities, geospatial intelligence, data analytics and visualization, sensors, and smart connected objects. These recent advances in AI move us closer to developing urban operating systems that simulate human, machine, and environmental patterns from transportation infrastructure to communication networks. Exploring cities as real-time, living, dynamic systems, and providing tools and formats including generative design and living lab models that support cities to become self-regulating, this book provides readers with a conceptual and practical knowledge base to grasp and apply the key principles required in the planning, design, and operations of smart cities. Smart Cities and Artificial Intelligence brings a multidisciplinary, integrated approach, examining how the digital and physical worlds are converging, and how a new combination of human and machine intelligence is transforming the experience of the urban environment. It presents a fresh holistic understanding of smart cities through an interconnected stream of theory, planning and design methodologies, system architecture, and the application of smart city functions, with the ultimate purpose of making cities more liveable, sustainable, and self-sufficient. Explores concepts in smart city design and development and the transformation of cities through the convergence of human, machine, and natural systems enabled by Artificial Intelligence (AI) Includes numerous diagrams to illustrate and explain complex smart city systems and solutions Features diverse smart city examples and initiatives from around the globe



Ai Based Services For Smart Cities And Urban Infrastructure


Ai Based Services For Smart Cities And Urban Infrastructure
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Author : Lyu, Kangjuan
language : en
Publisher: IGI Global
Release Date : 2020-09-04

Ai Based Services For Smart Cities And Urban Infrastructure written by Lyu, Kangjuan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-04 with Computers categories.


Cities are the next frontier for artificial intelligence to permeate. As smart urban environments become possible, probable, and even preferred, artificial intelligence offers the chance for even further advancement through infrastructure and industry boosting. Opportunity overflows, but without thorough research to guide a complicated development and implementation process, urban environments can become disorganized and outright dangerous for citizens. AI-Based Services for Smart Cities and Urban Infrastructure is a collection of innovative research that explores artificial intelligence (AI) applications in urban planning. In addition, the book looks at how the internet of things and AI can work together to enable a real smart city and discusses state-of-the-art techniques in urban infrastructure design, construction, operation, maintenance, and management. While highlighting a broad range of topics including construction management, public transportation, and smart agriculture, this book is ideally designed for engineers, entrepreneurs, urban planners, architects, policymakers, researchers, academicians, and students.



Recent Advances In Design And Decision Support Systems In Architecture And Urban Planning


Recent Advances In Design And Decision Support Systems In Architecture And Urban Planning
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Author : Jos P. van Leeuwen
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-12-30

Recent Advances In Design And Decision Support Systems In Architecture And Urban Planning written by Jos P. van Leeuwen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-12-30 with Architecture categories.


Preface. International Scientific Committee. Introduction. Applications of Artificial Intelligence. Applications of Neural Networks for Landslide Susceptibility Mapping in Turkey; E. Yesilnacar, G.J. Hunter. An Evaluation of Neural Spatial Interaction Models Based on a Practical Application; A. Akamine, A.N. Rodrigues da Silva. Improved Understanding of Urban Sprawl Using Neural Networks; L. Diappi, P. Bolchi, M. Buscema. Visualisation for Design and Decision Support. Using On-Line Geographical Visualisation Tools to Improve Land Use Decision-Making with a Bottom-Up Community Participatory App.



Iaac Bits 10 Learning Cities


Iaac Bits 10 Learning Cities
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Author : Areti Markopoulou
language : en
Publisher: Actar D, Inc.
Release Date : 2023-06-20

Iaac Bits 10 Learning Cities written by Areti Markopoulou and has been published by Actar D, Inc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-20 with Architecture categories.


The digital intelligence that is inevitably starting to penetrate every aspect of our previously analogue systems of living, working or social interacting calls for new models of designing our city and opens new territories of experimentation in the processes related to urban design. While the idea of intelligent machines that simulate “cognitive functions” such as “learning” or “problem solving” is not new, its extensive use, in recent years, in the urban design discipline opens up a series of new possibilities – as well as plenty of cultural, ethical or even aesthetic hesitations and risks. How do our cities learn? Can machines design and what? Is crowd intelligence appropriately harvested in our evolutionary and generative design processes? And has our current big data analysis approach reached the limit of human and computational intelligence? Learning Cities explores the “intelligence” applied in the processes and outcomes of designing our urban environments. From a variety of applications of artificial intelligence and machine learning for urban planning to co-creation processes that merge crowd intelligence with digital technologies, Learning Cities highlights that “intelligence” in the built environment should be understood beyond human, object or machinic intelligence alone. Through a variety of contributions from experts in different fields the current IAAC Bits Journal Issue explores novel collective intelligence design processes in which designers, users, the built environment, and digital codes all play a fundamental role in a unique resonance that takes place among them. With Contributions of Areti Markopoulou, Manuel Gausa, Jordi Vivaldi, Benjamin Bratton, John Frazer, Molly Wright Steenson, Stanislas Chaillou, Sarah Williams, Theodora Vardouli, Neil Leach, Angelos Chronis, José Sánchez, Mathilde Marengo, Aldo Sollazzo, Aleksandra Sojka, Matias del Campo, Chiara Farinea, Rodrigo Delso, Sandra Maninger, Javier Argota, Cobus Bothma and others.



Artificial Intelligence And The City


Artificial Intelligence And The City
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Author : Federico Cugurullo
language : en
Publisher: Taylor & Francis
Release Date : 2023-12-01

Artificial Intelligence And The City written by Federico Cugurullo and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-01 with Social Science categories.


This book explores in theory and practice how artificial intelligence (AI) intersects with and alters the city. Drawing upon a range of urban disciplines and case studies, the chapters reveal the multitude of repercussions that AI is having on urban society, urban infrastructure, urban governance, urban planning and urban sustainability. Contributors also examine how the city, far from being a passive recipient of new technologies, is influencing and reframing AI through subtle processes of co-constitution. The book advances three main contributions and arguments: First, it provides empirical evidence of the emergence of a post-smart trajectory for cities in which new material and decision-making capabilities are being assembled through multiple AIs. Second, it stresses the importance of understanding the mutually constitutive relations between the new experiences enabled by AI technology and the urban context. Third, it engages with the concepts required to clarify the opaque relations that exist between AI and the city, as well as how to make sense of these relations from a theoretical perspective. Artificial Intelligence and the City offers a state-of-the-art analysis and review of AI urbanism, from its roots to its global emergence. It cuts across several disciplines and will be a useful resource for undergraduates and postgraduates in the fields of urban studies, urban planning, geography, architecture, urban design, science and technology studies, sociology and politics.



Iaac Bits 10 Learning Cities


Iaac Bits 10 Learning Cities
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Author : Areti Markopoulou
language : en
Publisher: Actar
Release Date : 2023-03-14

Iaac Bits 10 Learning Cities written by Areti Markopoulou and has been published by Actar this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-14 with Architecture categories.


The digital intelligence that is inevitably starting to penetrate every aspect of our previously analogue systems of living, working or social interacting calls for new models of designing our city and opens new territories of experimentation in the processes related to urban design. While the idea of intelligent machines that simulate "cognitive functions" such as "learning" or "problem solving" is not new, its extensive use, in recent years, in the urban design discipline opens up a series of new possibilities - as well as plenty of cultural, ethical or even aesthetic hesitations and risks. How do our cities learn? Can machines design and what? Is crowd intelligence appropriately harvested in our evolutionary and generative design processes? And has our current big data analysis approach reached the limit of human and computational intelligence? Learning Cities explores the "intelligence" applied in the processes and outcomes of designing our urban environments. From a variety of applications of artificial intelligence and machine learning for urban planning to co-creation processes that merge crowd intelligence with digital technologies, Learning Cities highlights that "intelligence" in the built environment should be understood beyond human, object or machinic intelligence alone. Through a variety of contributions from experts in different fields the current IAAC Bits Journal Issue explores novel collective intelligence design processes in which designers, users, the built environment, and digital codes all play a fundamental role in a unique resonance that takes place among them. With Contributions of Areti Markopoulou, Manuel Gausa, Jordi Vivaldi, Benjamin Bratton, John Frazer, Molly Wright Steenson, Stanislas Chaillou, Sarah Williams, Theodora Vardouli, Neil Leach, Angelos Chronis, José Sánchez, Mathilde Marengo, Aldo Sollazzo, Aleksandra Sojka, Matias del Campo, Chiara Farinea, Rodrigo Delso, Sandra Maninger, Javier Argota, Cobus Bothma and others.



Ai For Designers


Ai For Designers
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Author : Md Haseen Akhtar
language : en
Publisher: Springer Nature
Release Date : 2024-01-21

Ai For Designers written by Md Haseen Akhtar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-21 with Technology & Engineering categories.


This book presents select research writings from researchers and professionals around the globe on the application, potential, and limitations of AI in different domains. The topics covered include AI in product design, AI in architecture design, AI in textile design, AI in interaction design, and AI for society in general. The book also discusses various cross-applications of AI in other industrial sectors like urban planning and design, AI for inclusive future, etc. The book is a valuable reference for designers in multidisciplinary areas. This book is of interest for anyone who is a beginner, researcher, and professional interested in artificial intelligence and allied fields.



A City Is Not A Computer


A City Is Not A Computer
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Author : Shannon Mattern
language : en
Publisher: Princeton University Press
Release Date : 2021-08-10

A City Is Not A Computer written by Shannon Mattern and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-10 with Architecture categories.


A bold reassessment of "smart cities" that reveals what is lost when we conceive of our urban spaces as computers Computational models of urbanism—smart cities that use data-driven planning and algorithmic administration—promise to deliver new urban efficiencies and conveniences. Yet these models limit our understanding of what we can know about a city. A City Is Not a Computer reveals how cities encompass myriad forms of local and indigenous intelligences and knowledge institutions, arguing that these resources are a vital supplement and corrective to increasingly prevalent algorithmic models. Shannon Mattern begins by examining the ethical and ontological implications of urban technologies and computational models, discussing how they shape and in many cases profoundly limit our engagement with cities. She looks at the methods and underlying assumptions of data-driven urbanism, and demonstrates how the "city-as-computer" metaphor, which undergirds much of today's urban policy and design, reduces place-based knowledge to information processing. Mattern then imagines how we might sustain institutions and infrastructures that constitute more diverse, open, inclusive urban forms. She shows how the public library functions as a steward of urban intelligence, and describes the scales of upkeep needed to sustain a city's many moving parts, from spinning hard drives to bridge repairs. Incorporating insights from urban studies, data science, and media and information studies, A City Is Not a Computer offers a visionary new approach to urban planning and design.