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id cf2017_630
authors Muehlbauer, Manuel; Song, Andy; Burry, Jane
year 2017
title Towards Intelligent Control in Generative Design
source Gülen Çagdas, Mine Özkar, Leman F. Gül and Ethem Gürer (Eds.) Future Trajectories of Computation in Design [17th International Conference, CAAD Futures 2017, Proceedings / ISBN 978-975-561-482-3] Istanbul, Turkey, July 12-14, 2017, pp. 630-647.
summary This position paper proposes and defines the nature of a framework, which explores ways of integrating control system (CS) with machine intelligence for generative design (GD). This paper elaborates about the implications of and the potential for impact on GD. The framework described in this work can be used as an active tool to drive design processes and support decision making process in early stages of architectural design. This type of system can be either automated in nature or adaptive to regular user input as part of interactive design mechanisms. The module of CS in the framework would allow additional guidance during design and therefore reduce the need of manual input to enable a semi-automated design practice for lengthy generative processes. This study on GD reveals emergent properties of the framework, for example the introduction of intelligent control allows guidance of GD to meet specified performance criteria and intended aesthetic expressions with reduced need for user interaction.
keywords Semi-Automated Design, Evolutionary Architecture, Generative Design, Architectural Optimisation, Artificial Intelligence
series CAAD Futures
email
full text file.pdf (624,614 bytes)
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100%; open Ak?n, O.; Dave, B. (1986) Find in CUMINCAD Formal representation of design knowledge and process , Proc. CIB.86 Advancing Building Technology Conf., Washington, DC

100%; open Akin, O. (1979) Find in CUMINCAD Models of Architectural Knowledge , An Information Processing View of Architectural Design, Carnegie Mellon University

100%; open Anh-Tuan, N.; Reiter, S.; Rigo. P. (2014) Find in CUMINCAD A review on simulation-based optimization methods applied to building performance analysis , Applied Energy 113: 1043-1058.Harding, J. (2014): Meta-Parametric Design. Developing a Computational Approach for Early Stage Collaborative Practice, University of Bath. Department of Architecture and Civil Engineering

100%; open Banos, R., Manzano-Agugliaro, F., Montoya, F. G., Gil, C., Alcayde, A., Gómez, J. (2011) Find in CUMINCAD Optimization methods applied to renewable and sustainable energy. A review , Renewable and Sustainable Energy Reviews, 15(4), 1753-1766

100%; open Basso, P., Del Grosso, AE., Pugnale, A., Sassone, M. (2010) Find in CUMINCAD Computational morphogenesis in architecture: the cost optimization of free form grid-shells , Symposium of the International Association for Shell and Spatial Structures, with assistance of Editorial Universitat Polit?cnica de Val?ncia

100%; open Burry, J., Burry, M. (2010) Find in CUMINCAD The new mathematics of architecture , London: Thames & Hudson

100%; open Burry, M., Burry, J. (2016) Find in CUMINCAD Prototyping for architects , London: Thames & Hudson Ltd.

100%; open Byrne, J., Fenton, M., Hemberg, E., McDermott, J., O’Neill, M., Shotton, E., Nally, C. (2011) Find in CUMINCAD Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design , Cecilia Di Chio (Ed.): Applications of evolutionary computation. Evoapplications 2011, Torino, Italy, April 27-29, 2011, proceedings / [edited by] Cecilia Di Chio … [et al.], vol. 6625. Heidelberg, London: Springer (Lecture notes computer science, 0302-9743, 6624-6625), pp. 204–213

100%; open Byrne, J. (2012) Find in CUMINCAD Approaches to Evolutionary Architectural Design Exploration Using Grammatical Evolution , University College Dublin

100%; open Carlson, C. (1993) Find in CUMINCAD Grammatical programming , An algebraic approach to the description of design spaces, Carnegie Mellon University

100%; open Cheng, H.-M. (2006) Find in CUMINCAD Generative Design in an Evolutionary Procedure , Jos P. Leeuwen, Harry J. P. Timmermans (Eds.): Innovations Design & Decision Support Systems Architecture and Urban Planning, Dordrecht: Springer Netherlands, pp. 419–431

100%; open Coren, R. L. (2001) Find in CUMINCAD Empirical evidence for a law of information growth , Entropy, 3(4), 259-272

100%; open Crolla, K., Williams, N, Muehlbauer, M., Burry, J. (2017) Find in CUMINCAD SmartNodes Pavilion - Towards Custom-optimized Nodes Applications in Construction , P. Janssen, P. Loh, A. Raonic, M. A. Schnabel (eds.), Protocols, Flows, and Glitches - Proceedings of the 22nd CAADRIA Conference, Xi'an Jiaotong-Liverpool University, Suzhou, China, 5-8 April 2017, pp. 467- 476

100%; open Danhaive, R. A., Mueller, C. T. (2015) Find in CUMINCAD Combining parametric modeling and interactive optimization for high-performance and creative structural design , presented at Proceedings of the International Association for Shell and Spatial Structures (IASS)

100%; open Eastman, C. M.: (1982) Find in CUMINCAD The Computer as Design Medium , Akin, O., Weinel, E. F. (eds.): Representation and Architecture, Silver Spring, Maryland: Information Dynamics

100%; open El-Attar, M.-S. T. (1997) Find in CUMINCAD Application of Artificial Intelligence in Architectural Design , Al-Azhar University, Cairo

100%; open Felicetti, P., Xie, M.,Tang, J., Huang, X. (2006) Find in CUMINCAD Application of Evolutionary Structural Optimization Techniques to Architectural Structures, , GameSetAndMatch II:The Architecture Co-Laboratory on Computer Games, Advanced Geometries and Digital Technologies, Episode Publishers, Rotterdam, pp. 345-359

100%; open Fenton, M., McNally, C., Byrne, J., Hemberg, E., McDermott, J., O'Neill, M. (2014) Find in CUMINCAD Automatic innovative truss design using grammatical evolution , Automation Construction 39, pp. 59–69, doi: 10.1016/j.autcon.2013.11.009

100%; open Fernando, R. (2014) Find in CUMINCAD Representations for evolutionary design modelling , Diss.: Queensland University of Technology

100%; open Fischer, T. (2008) Find in CUMINCAD Designing (tools (for designing (tools (for …)))) , RMIT University, Melbourne

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