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 caadria2019_172
authors G. Belém, Catarina and Leitão, António
year 2019
title Conflicting Goals in Architecture - A study on Multi-Objective Optimisation
source M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 1, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 453-462
summary Sustainability and economic factors are driving architectural practice towards more efficient designs. The application of optimization to the design process becomes essential to reduce the environmental footprint of buildings, as well as to reduce their costs. Building design requirements tend to be conflicting, involving the optimization of multiple goals simultaneously, which often translates to different compromises among the goals. Ideally, to make more informed and intelligent decisions, the architect should be given a set of design variations representing a heterogeneous sample of the optimal compromises one can achieve. In this paper, we discuss different approaches to find such compromises and we focus on multi-objective optimization algorithms that produce the required design variants, applying them in the context of an architectural case study.
keywords Multi-Objective Optimization; Pareto Optimization
series CAADRIA
email catarina.belem@tecnico.ulisboa.pt
full text file.pdf (3,221,364 bytes)
references Content-type: text/plain
Details Citation Select
100%; open Attia, S., Hamdy, M., O, W. and Carlucci, S. (2013) Find in CUMINCAD Computational optimisation for zero energy building design : Interviews results with twenty eight international experts , 13th Conference of International Building Performance Simulation Association, p. 3698-3705

100%; open Belm, C and Leit?o, A (2018) Find in CUMINCAD From Design to Optimized Design: An algorithmic-based approach , Proceedings of the 36th eCAADe 2018, Lodz, p. 559-568

100%; open Cichocka, JM, Browne, WN and Rodriguez, E (2017) Find in CUMINCAD Optimization in Architectural Practice , Proceedings of the 22nd International CAADRIA, Hong Kong, p. 387-397

100%; open Corne, DW, Jerram, NR, Knowles, JD and Oates, MJ (2001) Find in CUMINCAD PESA-II: Region-based Selection in Evolutionary Multiobjective Optimization , Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2001), California, pp. 283-290

100%; open Deb, K, Agrawal, S, Pratap, A and Meyarivan, T (2002) Find in CUMINCAD A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II , IEEE Transactions on Evolutionary Computation, 6(2), pp. 182-197

100%; open Daz-Manrquez, A, Toscano, G, Barron-Zambrano, JH and Tello-Leal, E (2016) Find in CUMINCAD A review of surrogate assisted multiobjective evolutionary algorithms , Computational Intelligence and Neuroscience, 4, pp. 1-14

100%; open Evins, R. (2013) Find in CUMINCAD A review of computational optimisation methods applied to sustainable building design , Renewable and Sustainable Energy Reviews, 22, pp. 230-245

100%; open Fang, Y (2017) Find in CUMINCAD Optimization of Daylighting and Energy Performance Using Parametric Design, Simulation Modeling, and Genetic Algorithms , Ph.D. Thesis, North Carolina State University

100%; open Giunta, A, Wojtkiewicz, W and Eldred, M (2003) Find in CUMINCAD Overview of modern design of experiments methods for computational simulations , 41st Aerospace Sciences Meeting and Exhibit, Nevada

100%; open Hamdy, M, Nguyen, A and Hensen, JLM (2016) Find in CUMINCAD A performance comparison of multi-objective optimization algorithms for solving nearly-zero-energy-building design problems , Energy and Buildings, 121, pp. 57-71

100%; open Hasanabi, O, arbas, S, Dogan, E, Erdal, F and Saka, MP (2009) Find in CUMINCAD Performance evaluation of metaheuristic search techniques in the optimum design of real size pin jointed structures , Computers and Structures, 87, pp. 284-302

100%; open Ilunga, G and Leit?o, A (2018) Find in CUMINCAD Derivative-free Methods for Structural Optimization , Proceedings of the 36th eCAADe 2018, Lodz, pp. 179-186

100%; open Knowles, J and Corne, D (1999) Find in CUMINCAD The Pareto Archived Evolution Strategy: A New Baseline Algorithm for Pareto Multiobjective Optimisation , Proceedings of the 1999 Congress on Evolutionary Computation, Washington DC, pp. 98-105

100%; open Knowles, J and Corne, D (2002) Find in CUMINCAD On Metrics for Comparing Nondominated Sets , Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002, Hawaii, p. 711-716

100%; open Kmpf, J., Wetter, M. and Robinson, D. (2010) Find in CUMINCAD A comparison of global optimization algorithms with standard benchmark functions and real-world applications using EnergyPlus , Journal of Building Performance Simulation, 3(2), pp. 103-120

100%; open Marler, R and Arora, J (2004) Find in CUMINCAD Survey of multi-objective optimization methods for engineering , Structural and Multidisciplinary Optimization, 26(6), pp. 369-395

100%; open Nebro, AJ, Durillo, JJ, Garcia-Nieto, J, Coello, CAC, Luna, F and Alba, E (2009) Find in CUMINCAD SMPSO: A new PSO-based metaheuristic for multi-objective optimization , IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making(MCDM), Tennessee, pp. 66-73

100%; open Nguyen, A., Reiter, S. and Rigo, P. (2014) Find in CUMINCAD A review on simulation-based optimization methods applied to building performance analysis , Applied Energy, 113, p. 1043-1058

100%; open Riquelme, N, Von Lucken, C and Baran, B (2015) Find in CUMINCAD Performance metrics in multi-objective optimization , Latin American Computing Conference (CLEI), Arequipa

100%; open Saltelli, A, Ratto, M, Andres, T, Campolongo, F, Cariboni, J, Gatelli, D and Tarantola, S (2007) Find in CUMINCAD Global Sensitivity Analysis. The Primer. , John Wiley & Sons Ltd, England

last changed 2019/04/16 08:22
pick and add to favorite papersHOMELOGIN (you are user _anon_595880 from group guest) CUMINCAD Papers Powered by SciX Open Publishing Services 1.002