id |
ecaade2018_438 |
authors |
Das, Subhajit |
year |
2018 |
title |
Interactive Artificial Life Based Systems, Augmenting Design Generation and Evaluation by Embedding Expert Opinion - A Human Machine dialogue for form finding. |
doi |
https://doi.org/10.52842/conf.ecaade.2018.1.085
|
source |
Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 1, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 85-94 |
summary |
Evolution of natural life and subsequently selection of life forms is an interesting topic that has been explored multiple times. This area of research and its application has high relevance in evolutionary design and automated design generation. Taking inspiration from Charles Darwin's theory, all biological species were formed by the process of evolution based on natural selection of the fittest (Darwin, n.d.) this paper explains exploratory research showcasing semi-automatic design generation. This is realized by an interactive artificial selection tool, where the designer or the end user makes key decisions steering the propagation and breeding of future design artifacts. This paper, describes two prototypes and their use cases, highlighting interaction based optimal design selection. One of the prototypes explains a 2d organic shape creator using a metaball shape approach, while the other discusses a spatial layout generation technique for conceptual design. |
keywords |
design generation; implicit surfaces; artificial life; decision making; artificial selection; spatial layout generation |
series |
eCAADe |
email |
|
full text |
file.pdf (1,962,181 bytes) |
references |
Content-type: text/plain
|
Bletzinger, KU and Ramm, E (2001)
Structural optimization and form finding of light weight structures
, Computers & Structures, 79(22), pp. 2053-2062
|
|
|
|
Blinn, JF (1982)
A Generalization of Algebraic Surface Drawing
, ACM Trans. Graph., 1(3), pp. 235-256
|
|
|
|
Cho, SB and Lee, JY (2002)
A human-oriented image retrieval system using interactive genetic algorithm
, IEEE Trans. Systems, Man, and Cybernetics, Part A, 32, pp. 452-458
|
|
|
|
Darwin, C (1985)
The Origin of Species
, New American Library
|
|
|
|
Das, S, Day, C, Hauck, A, Haymaker, J and Davis, D (2016)
Space Plan Generator: Rapid Generationn & Evaluation of Floor Plan Design Options to Inform Decision Making
, Proceedings of Acadia 2016, Ann Arbor, USA
|
|
|
|
Dawkins, R (1986)
The Blind Watchmaker: Why the Evidence of Evolution Reveals a Universe without Design
, Turtleback Books
|
|
|
|
Dawkins, R (1988)
The Evolution of Evolvability
, Langton, C (eds), Artifical Life, SFI Studies in the Sciences of Complexity, Addison-Wesley Publishing Company, pp. 201-220
|
|
|
|
Guo, Z and Li, B (2017)
Evolutionary approach for spatial architecture layout design enhanced by an agent-based topology finding system
, Frontiers of Architectural Research, 6(1), pp. 53-62
|
|
|
|
Raharjo, H, Brombacher, A and Xie, M (2008)
Dealing with subjectivity in early product design phase: A systematic approach to exploit Quality Function Deployment potentials
, Computers & Industrial Engineering, 55, pp. 253-278
|
|
|
|
Sanjeev Kumar, PJB (2000)
On Growth, Form and Computers
, Elsevier
|
|
|
|
Sigrid Adriaenssens, PB (1999)
Shell Structures for Architecture: Form Finding and Optimization
, Routledge
|
|
|
|
Sims, K (1991)
Artificial evolution for computer graphics
, SIGGRAPH
|
|
|
|
Sun, X, Chen, Y, Bao, L and Xu, R (2017)
Interactive genetic algorithm with implicit uncertainty evaluation for application in personalized search
, 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1, pp. 1-8
|
|
|
|
Thurston, L (1990)
Subjective design evaluation with multiple attributes
, Design Theory and Methodology, pp. 355-361
|
|
|
|
Whitley, D (1994)
A genetic algorithm tutorial
, Statistics and Computing, pp. 65-85
|
|
|
|
last changed |
2022/06/07 07:55 |
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