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

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id caadria2018_228
authors Newton, David
year 2018
title Accommodating Change and Open-Ended Search in Design Optimization
source T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 175-184
summary Many real-world architectural multi-objective problems (MOPs) are dynamic and may have objectives, decision variables, and constraints that change during the optimization process. These problems are known as dynamic MOPs (DMOPs). Dynamic multi-objective evolutionary algorithms (DMOEAs) have emerged in the fields of optimization, operations research, and computer science as one way to address the challenges posed by DMOPs. DMOEAs offer new capacities for exploration and interaction with the designer, but they have not yet been studied in the field of architecture. This research addresses these issues through the development of a unique interactive DMOEA-based design tool for the conceptual design phase. We propose a new modification to the popular nondominated sorting genetic algorithm II (NSGA-II), that we call the dynamic progressive for architecture NSGA-II (DPA-NSGA-II). We show that DPA-NSGA-II outperforms NSGA-II in finding novel solutions.
keywords algorithmic design; multi-objective optimization; evolutionary computation; parametric design; generative design
series CAADRIA
email david.newton@unl.edu
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100%; open Archer, Bruce L (1968) Find in CUMINCAD The Structure of Design Processes , Ph.D. Thesis, Royal College of Art

100%; open Azzouz, R, Bechikh, S and Said, LB (2017) Find in CUMINCAD Dynamic multi-objective optimization using evolutionary algorithms: a survey , Datta, R and Gupta, A (eds), Recent Advances in Evolutionary Multi-objective Optimization, Springer, pp. 31-70

100%; open Brintrup, AM, Ramsden, J, Takagi, H and Tiwari, A (2008) Find in CUMINCAD Ergonomic chair design by fusing qualitative and quantitative criteria using interactive genetic algorithms , IEEE Transactions on Evolutionary Computation, 12(3), pp. 343-354

100%; open Chong, YT, Chen, CH and Leong, KF (2009) Find in CUMINCAD A heuristic-based approach to conceptual design , Research in Engineering Design, 20(2), pp. 97-116

100%; open Coello, CAC, Van Veldhuizen, DA and Lamont, GB (2002) Find in CUMINCAD Evolutionary algorithms for solving multi-objective problems , Springer

100%; open Deb, K, Pratap, A, Agarwal, S and Meyarivan, T (2002) Find in CUMINCAD A fast and elitist multiobjective genetic algorithm: NSGA-II , IEEE transactions on evolutionary computation, 6(2), pp. 182-197

100%; open Duffy, A, Andreasen, M, MacCallum, K and Reijers, L (1993) Find in CUMINCAD Design coordination for concurrent engineering , Journal of Engineering Design, 4(4), pp. 251-265

100%; open Gregory, SA (2013) Find in CUMINCAD The design method , Springer

100%; open Mueller, CT and Ochsendorf, JA (2015) Find in CUMINCAD Combining structural performance and designer preferences in evolutionary design space exploration , Automation in Construction, 52, pp. 70-82

100%; open Muyl, F, Dumas, L and Herbert, V (2004) Find in CUMINCAD Hybrid method for aerodynamic shape optimization in automotive industry , Computers & Fluids, 33(5), pp. 849-858

100%; open Obayashi, S, Sasaki, D, Takeguchi, Y and Hirose, N (2000) Find in CUMINCAD Multiobjective evolutionary computation for supersonic wing-shape optimization , IEEE transactions on evolutionary computation, 4(2), pp. 182-187

100%; open Turrin, M, von Buelow, P, Kilian, A and Stouffs, R (2012) Find in CUMINCAD Performative skins for passive climatic comfort , Automation in Construction, 22, pp. 36-50

100%; open Von Buelow, P (2012) Find in CUMINCAD ParaGen: Performative Exploration of generative systems , Journal of the International Association for Shell and Spatial Structures, 53(4), pp. 271-284

100%; open Wang, J (2001) Find in CUMINCAD Ranking engineering design concepts using a fuzzy outranking preference model , Fuzzy sets and systems, 119(1), pp. 161-170

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