id |
acadia15_161 |
authors |
Baharlou, Ehsan; Menges, Achim |
year |
2015 |
title |
Toward a Behavioral Design System: An Agent-Based Approach for Polygonal Surfaces Structures |
source |
ACADIA 2105: Computational Ecologies: Design in the Anthropocene [Proceedings of the 35th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-53726-8] Cincinnati 19-25 October, 2015), pp. 161-172 |
doi |
https://doi.org/10.52842/conf.acadia.2015.161
|
summary |
The following research investigates the development of an agent-based design method as an integrative design tool for polygonal surface structures. The aim of this research is to develop a computational tool that self-organizes the emergence of polygonal surface structures from interaction between its constitutive lattices. This research focuses on the ethological level of morphogenesis that is relevant to the animal or insect societies, whereby agents mediate the material organizations with environmental aspects. Meanwhile, behavior-based approaches are investigated as a bottom-up system to develop a computational framework in which the lower-level features constantly interact. The lower-level features such as material properties (e.g., geometric descriptions) are abstracted into building blocks or agents to construct the agent’s morphology. The abstracted principles, which define the agent’s morphology, are aggregated into a generative tool to explore the emergent complexities. This exploration coupled with the generative constraint mechanisms steers the collective agents system toward the cloud of solutions; hence, the collective behaviors of agents constitute the polygonal surface structures. This polygonal system is a bottom up approach of developing the complex surface that emerges through topological and topographical interaction between cells and their surrounding environment. Subsequently, the integrative system is developed through agent-based parametric modelling, in which the knowledge-based system as a top-down approach is substituted with the agent system together with its morphological features and significant behaviors. |
keywords |
Agent-Based System, Behavioral-Based System, Polygonal Surface Structures, Self-Organization and Emergence |
series |
ACADIA |
type |
normal paper |
email |
|
full text |
file.pdf (6,275,330 bytes) |
references |
Content-type: text/plain
|
Baharlou, E. and A. Menges (2013)
Behavioural Prototyping: An Approach to Agent-based Computational Design Driven by Fabrication Characteristics and Material Constraints
, C. Gengnagel, et al., eds. Rethinking Prototyping: Proceedings of the Design Modelling Symposium Berlin, 291–303
|
|
|
|
Bonabeau, E. (1997)
From classical models of morphogenesis to agent-based models of pattern formation
, Artificial Life, 3 (3), 191-211
|
|
|
|
De Wolf, T. and T. Holvoet (2005)
Emergence versus self-organisation: different concepts but promising when combined
, S.A. Brueckner, ed. Engineering self-organising systems: Methodologies and applications, 1-15. Berlin [u.a.]: Springer
|
|
|
|
Holland, J.H. (1995)
Hidden Order: How Adaptation Builds Complexity
, Reading, Massachusetts: Addison-Wesley
|
|
|
|
Holland, J.H. (2000)
Emergence: From Chaos to Order
, 3rd ed. Cambridge, Mass.: Perseus Books
|
|
|
|
Holland, J.H. (2010)
Excavating Emergence
, N. Leach and R. Snooks, eds. Swarm Intelligence: Architectures of Multi-Agent Systems
|
|
|
|
Maes, P. (1993)
Behavior-Based Artificial Intelligence
, From Animals to Animats 2: Proceedings of the Second International Conference on Simulation of Adaptive Behavior, eds. J.-A. Meyer, S.W. Wilson, and H.L. Roiblat, 2-10. Cambridge, Mass.: The MIT Press
|
|
|
|
Manning, A. and M. S. Dawkins (1998)
An Introduction to Animal Behaviour
, 5th ed. Cambridge: Cambridge University Press
|
|
|
|
McGhee, G.R. (1999)
Theoretical Morphology: The Concept and Its Applications
, New York: Columbia University Press
|
|
|
|
Menges, A. (2008)
Integral Formation and Materialization: Computational Form and Material Gestalt
, Manufacturing Material Effects: Rethinking Design and Making in Architecture, eds. B. Kolarevic and K.R. Klinger, 195–210. New York: Routledge
|
|
|
|
Miller, J.H. and S. E. Page (2007)
Complex Adaptive Systems: An Introduction to Computational Models of Social Life
, Princeton, New Jersey: Princeton University Press
|
|
|
|
Murray, J.D. (1990)
Discussion: Turing’s Theory of Morphogenesis: Its Influence on Modelling Biological Pattern and Form
, Bulletin of Mathematical Biology 52 (1-2): 117-152
|
|
|
|
Parascho, S. (2013)
Agent Based Model for the Development of Integrative Design Tools
, ACADIA 2013: Adaptive Architecture: Proceedings of the 33rd Annual Conference of the Association for Computer Aided Design in Architecture, eds. P. Beesley, M. Stacey, and O. Khan, 429-430
|
|
|
|
Seilacher, A. (1991)
Self-Organizing Mechanisms in Morphogenesis and Evolution
, Constructional Morphology and Evolution, eds. N. Schmidt-Kittler and K. Vogel, 251-271. Berlin, New York: Springer-Verlag
|
|
|
|
Tamke, M. (2010)
Lamella Flock
, Advances in Architectural Geometry, eds. C. Ceccato et al, 37-48. Vienna: Springer Vienna, 37-48
|
|
|
|
last changed |
2022/06/07 07:54 |
|