Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
Skip header Section
Cities and Complexity: Understanding Cities with Cellular Automata, Agent-Based Models, and FractalsSeptember 2007
Publisher:
  • The MIT Press
ISBN:978-0-262-52479-7
Published:30 September 2007
Pages:
542
Skip Bibliometrics Section
Reflects downloads up to 24 Dec 2024Bibliometrics
Skip Abstract Section
Abstract

As urban planning moves from a centralized, top-down approach to a decentralized, bottom-up perspective, our conception of urban systems is changing. In Cities and Complexity, Michael Batty offers a comprehensive view of urban dynamics in the context of complexity theory, presenting models that demonstrate how complexity theory can embrace a myriad of processes and elements that combine into organic wholes. He argues that bottom-up processesin which the outcomes are always uncertaincan combine with new forms of geometry associated with fractal patterns and chaotic dynamics to provide theories that are applicable to highly complex systems such as cities. Batty begins with models based on cellular automata (CA), simulating urban dynamics through the local actions of automata. He then introduces agent-based models (ABM), in which agents are mobile and move between locations. These models relate to many scales, from the scale of the street to patterns and structure at the scale of the urban region. Finally, Batty develops applications of all these models to specific urban situations, discussing concepts of criticality, threshold, surprise, novelty, and phase transition in the context of spatial developments. Every theory and model presented in the book is developed through examples that range from the simplified and hypothetical to the actual. Deploying extensive visual, mathematical, and textual material, Cities and Complexity will be read both by urban researchers and by complexity theorists with an interest in new kinds of computational models. Sample chapters and examples from the book, and other related material, can be found at http://www.complexcity.info.

Cited By

  1. ACM
    Balsebre P, Yao D, Cong G, Huang W and Hai Z (2023). Mining Geospatial Relationships from Text, Proceedings of the ACM on Management of Data, 1:1, (1-26), Online publication date: 26-May-2023.
  2. ACM
    Song A and Whitehead J TownSim Proceedings of the 14th International Conference on the Foundations of Digital Games, (1-9)
  3. ACM
    Wang Y, Tari Z, Huang X and Zomaya A A Network-aware and Partition-based Resource Management Scheme for Data Stream Processing Proceedings of the 48th International Conference on Parallel Processing, (1-10)
  4. ACM
    Kim J, Kavak H and Crooks A (2018). Procedural city generation beyond game development, SIGSPATIAL Special, 10:2, (34-41), Online publication date: 13-Nov-2018.
  5. Traoré M Ontology for Healthcare Systems Modeling and Simulation Proceedings of the 50th Computer Simulation Conference, (1-12)
  6. ACM
    Green D and Kirk D Open Design, Inclusivity and the Intersections of Making Proceedings of the 2018 Designing Interactive Systems Conference, (173-186)
  7. Koenig R, Bielik M and Schneider S System dynamics for modeling metabolism mechanisms for urban planning Proceedings of the Symposium on Simulation for Architecture and Urban Design, (1-8)
  8. Moustaid E and Meijer S A hybrid approach for building models and simulations for smart cities Proceedings of the 2017 Winter Simulation Conference, (1-12)
  9. ACM
    D'Silva K, Noulas A, Musolesi M, Mascolo C and Sklar M If I build it, will they come? Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, (1-4)
  10. Kuller M, Bach P, Ramirez-Lovering D and Deletic A (2017). Framing water sensitive urban design as part of the urban form, Environmental Modelling & Software, 96:C, (265-282), Online publication date: 1-Oct-2017.
  11. ACM
    Vanegas-Hernandez M, da Costa Pereira C, Moreno D, Fusco G, Tettamanzi A, Riveill M and Hernández J A new urban segregation-growth coupled model using a belief-desire-intention possibilistic framework Proceedings of the International Conference on Web Intelligence, (340-347)
  12. Huang X, White M and Burry M A pedestrian-centric design strategy Proceedings of the Symposium on Simulation for Architecture and Urban Design, (1-8)
  13. Sun Z, Lorscheid I, Millington J, Lauf S, Magliocca N, Groeneveld J, Balbi S, Nolzen H, Mller B, Schulze J and Buchmann C (2016). Simple or complicated agent-based models? A complicated issue, Environmental Modelling & Software, 86:C, (56-67), Online publication date: 1-Dec-2016.
  14. Sisodia P, Tiwari V and Dahiya A (2016). Urban Sprawl Monitoring using Remote Sensing and GIS Techniques of the City Jaipur, India, International Journal of Applied Geospatial Research, 7:3, (93-104), Online publication date: 1-Jul-2016.
  15. Fernández-Güell J, Guzmán-Araña S, Collado-Lara M and Fernández-Añez V How to Incorporate Urban Complexity, Diversity and Intelligence into Smart Cities Initiatives Proceedings of the First International Conference on Smart Cities - Volume 9704, (85-94)
  16. Dong W Variational Inference with Agent-Based Models Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, (854-863)
  17. Ciss$#233; B, El Yacoubi S and Gourbière S (2016). The spatial reproduction number in a cellular automaton model for vector-borne diseases applied to the transmission of Chagas disease, Simulation, 92:2, (141-152), Online publication date: 1-Feb-2016.
  18. Kucharska E, Grobler-Dębska K, Rączka K and Dutkiewicz L (2016). Cellular Automata approach for parallel machine scheduling problem, Simulation, 92:2, (165-178), Online publication date: 1-Feb-2016.
  19. Raghothama J and Meijer S Distributed, integrated and interactive traffic simulations Proceedings of the 2015 Winter Simulation Conference, (1693-1704)
  20. Dong W Weaving multi-agent modeling and big data for stochastic process inference Proceedings of the 2015 Winter Simulation Conference, (713-724)
  21. Barakat M Towards sonic urban morphologies Proceedings of the Conference on Summer Computer Simulation, (1-6)
  22. Barreira González P, Aguilera-Benavente F and Gómez-Delgado M (2015). Partial validation of cellular automata based model simulations of urban growth, Environmental Modelling & Software, 69:C, (77-89), Online publication date: 1-Jul-2015.
  23. Tang M Self-organizing city Proceedings of the Symposium on Simulation for Architecture & Urban Design, (81-86)
  24. ACM
    Husted N and Myers S Emergent Properties & Security Proceedings of the 2014 New Security Paradigms Workshop, (1-14)
  25. Dahal K and Chow T (2014). A GIS toolset for automated partitioning of urban lands, Environmental Modelling & Software, 55:C, (222-234), Online publication date: 1-May-2014.
  26. Stojanovski T City information modeling (CIM) and urbanism Proceedings of the Symposium on Simulation for Architecture & Urban Design, (1-8)
  27. Lee P and Theodoropoulos G An open source simulation-based approach for neighbourhood spatial planning policy Proceedings of the Winter Simulation Conference, (1-11)
  28. ACM
    Vanegas C, Garcia-Dorado I, Aliaga D, Benes B and Waddell P (2012). Inverse design of urban procedural models, ACM Transactions on Graphics, 31:6, (1-11), Online publication date: 1-Nov-2012.
  29. Camarda D Multiagent systems for the governance of spatial environments Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part II, (425-438)
  30. Magee L Simulating a 'fierce planet' Proceedings of the 2012 SpringSim Poster & Work-In-Progress Track, (1-2)
  31. Iltanen S Spatial simulation model of urban retail system (WIP) Proceedings of the 2012 Symposium on Simulation for Architecture and Urban Design, (1-4)
  32. Chao D, Furuta K and Kanno T A framework for agent-based simulation in tourism planning Proceedings of the 14th international conference on Human-computer interaction: towards mobile and intelligent interaction environments - Volume Part III, (280-287)
  33. Nolè G and Lasaponara R Satellite based observations of the dynamic expansion of urban areas in Southern Italy using geospatial analysis Proceedings of the 2011 international conference on Computational science and its applications - Volume Part II, (407-421)
  34. Ihsan A, Merati A, Poulopoulou E and Soulos F The city of love and hate Proceedings of the 2011 Symposium on Simulation for Architecture and Urban Design, (110-117)
  35. Besserud K and Hussey T (2011). Urban design, urban simulation, and the need for computational tools, IBM Journal of Research and Development, 55:1&2, (13-29), Online publication date: 1-Jan-2011.
  36. Gann D, Dodgson M and Bhardwaj D (2011). Physical-digital integration in city infrastructure, IBM Journal of Research and Development, 55:1&2, (90-99), Online publication date: 1-Jan-2011.
  37. Chao D, Furuta K and Kanno T Agent-Based simulation system for supporting sustainable tourism planning Proceedings of the 2010 international conference on New Frontiers in Artificial Intelligence, (243-252)
  38. Mostafavi M, Beni L and Mallet K Geosimulation of geographic dynamics based on Voronoi diagram Transactions on computational science IX, (183-201)
  39. Mostafavi M, Beni L and Mallet K Geosimulation of geographic dynamics based on Voronoi diagram Transactions on computational science IX, (183-201)
  40. Jaskiewicz T Complex multiplayer urban design system Proceedings of the 2009 international conference on Parallel processing, (300-309)
  41. Hofman W Semantic interoperability for collaborative spatial design Proceedings of the 2009 conference on Techniques and Applications for Mobile Commerce: Proceedings of TAMoCo 2009, (3-16)
  42. Baynes T and Heckbert S Micro-scale simulation of the macro urban form Proceedings of the 10th international conference on Multi-agent-based simulation, (14-24)
  43. Telesca L, Coluzzi R and Lasaponara R Temporal Variation of Urban Pattern Morphology in Southern Italy Explored by Using Landsat Data Proceeding sof the international conference on Computational Science and Its Applications, Part I, (405-414)
  44. Silva V, Plazanet C, Carneiro C and Golay F 3D LIDAR Data Application for Urban Morphogenesis Multi-agent Vector Based Geosimulation Proceeding sof the international conference on Computational Science and Its Applications, Part I, (179-193)
  45. Bazzani A, Giorgini B, Rambaldi S, Brambilla M and Cattelani L Walking between free will and determinism Proceedings of the 2007 Summer Computer Simulation Conference, (1043-1050)
  46. ACM
    McAlinden R, Dini D, Merchant C and van Lent M Creating densely populated virtual environments Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems, (1-2)
Contributors
  • University College London

Recommendations