Generating Circulation Diagrams for Architecture and Urban Design Using Multi-Agent Systems

PhD Thesis


Puusepp, Renee 2011. Generating Circulation Diagrams for Architecture and Urban Design Using Multi-Agent Systems. PhD Thesis University of East London School of Architecture and Visual Arts
AuthorsPuusepp, Renee
TypePhD Thesis
Abstract

For decades, cybernetics, systems theorists and researchers in the field of Artificial Intelligence and Artificial Life have been looking for methods of building intelligent computer applications that can solve complex problems. By nature, many design problems are complex and solving these requires a certain degree of intelligence. Therefore, it comes as no surprise, that sophisticated computational
applications have become increasingly popular amongst academics and practitioners in various design disciplines. Despite the recent success of generative design methods,
there are many new modelling paradigms from Al and AL research that remain largely unexplored in the context of architectural and urban design. One of such paradigms is
multi-agent modelling. Although thoroughly explored and implemented in a diverse range of subject areas from social sciences to economics, design disciplines have largely refrained from deploying multi-agent systems.
This thesis explores multi-agent systems for conceptual design development - for generating circulation diagrams. Besides studying several known models in the architectural and urban design context, a few novel ones are proposed. Instead of looking at existing urban and architectural theory, the source of inspiration for building circulation models comes from processes found in nature where the movement based on local navigational decisions lead to the emergence of highly complex and adaptable networks. Following the synthetic modelling approach, it is argued that studying and building simple agent based models creates in-depth knowledge about underlying principles of network development processes and allows one to gradually move towards building more sophisticated models. Once the principles of generating circulation systems are well understood, one can use these for creative purposes in
designing circulation in buildings and settlements.
The main aim of this thesis is to develop and expose generative methods for the early stages of the design process. By investigating the ways of building, validating
and controlling generative models, it is demonstrated how these models can be integrated into the design work flow.

KeywordsArtificial Intelligence; Conceptual design development; Design workflow
Year2011
Publication dates
PrintApr 2011
Publication process dates
Deposited13 Sep 2013
Additional information

This thesis supplied via ROAR to UEL-registered users is protected by copyright and other intellectual property rights, and duplication of any part of the material is not permitted, except for your personal use for the purposes of non-commercial research and private study in electronic or print form. You must obtain permission from the copyright-holder for any other use. Electronic or print copies may not be offered, for sale or otherwise, to anyone. No quotation from the thesis may be published without proper acknowledgement.

Publisher's version
File Access Level
Registered users only
Permalink -

https://repository.uel.ac.uk/item/860z4

  • 9
    total views
  • 0
    total downloads
  • 3
    views this month
  • 0
    downloads this month