CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

PDF papers
References
id ecaadesigradi2019_138
authors Kim, Yujin
year 2019
title Bioinspired Modularity in Evolutionary Computation and a Rule-Based Logic - Design Solutions for Shared Office Space
source Sousa, JP, Xavier, JP and Castro Henriques, G (eds.), Architecture in the Age of the 4th Industrial Revolution - Proceedings of the 37th eCAADe and 23rd SIGraDi Conference - Volume 2, University of Porto, Porto, Portugal, 11-13 September 2019, pp. 341-348
summary Evolutionary computation is a population-based problem solver that is characterized by a stochastic optimization in order to solve both a single objective and multiple objectives. Previous evolutionary computational researches provided various design options and improved optimization through being evolved with fitness criteria, especially when multiple design objectives conflict with one another. In this paper, a rule-based algorithm was combined with the evolutionary computational process to propose an assembly logic of the modules and to improve an architectural building design in order to adapt to environmental changes. Two algorithms - a rule based and generative algorithm- proceeded simultaneously and provided various options as well as optimization in real time. For the experiment set-up, existing buildings were divided into each module; the modules were reinterpreted and reassembled with the logic driven by Evolutionary Developmental Biology. The conclusion is that when a rule based logic is combined with a developmental algorithm with a modular system, it is more efficient for the design process to be analyzed, evaluated, and optimized. The ultimate outcome provides various options in a short amount of time.
keywords Evolutionary computation; rule-based algorithm; modularity; reassembly
series eCAADeSIGraDi
email yujin.kim@aaschool.ac.uk
full text file.pdf (7,058,970 bytes)
references Content-type: text/plain
Details Citation Select
100%; open Bentley, TA, Teo, ST, McLeod, L, Bosua, R, Gloet, M and Tan, F (2016) Find in CUMINCAD The role of organizational support in teleworker wellbeing: A socio-technical systems approach , Applied Ergonomics, 52, pp. 207-215

100%; open Carroll, SB (2005) Find in CUMINCAD Endless Forms Most Beautiful , W. W. Norton

100%; open De Jong, K, Fogel, D and Schwefel, HP (1997) Find in CUMINCAD A history of evolutionary computation , IOP Publishing Ltd and Oxford University Press

100%; open De Jong, K (2006) Find in CUMINCAD Evolutionary Computation: A Unified Approach , The MIT Press

100%; open Felstead, A, Jewson, N and Walters, S (2005) Find in CUMINCAD Changing places of work , Palgrave Macmill

100%; open Holland, J (1975) Find in CUMINCAD Adaptation in Natural and Artificial Systems , The MIT Press

100%; open Mitchell, M (1996) Find in CUMINCAD An introduction to genetic algorithms , The MIT Press

100%; open Slaughter, SE (2000) Find in CUMINCAD Design strategies and innovations to increase facility capacity to accommodate change , CIB World Building Congress, Wellington, New Zealand

last changed 2019/08/26 20:26
pick and add to favorite papersHOMELOGIN (you are user _anon_261142 from group guest) CUMINCAD Papers Powered by SciX Open Publishing Services 1.002