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
id caadria2020_035
authors Pereira, Inês, Belém, Catarina and Leitão, António
year 2020
title Escaping Evolution - A Study on Multi-Objective Optimization
source D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 1, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 295-304
summary The architectural field is currently experiencing a paradigm shift towards a more environmentally-aware design process. In this new paradigm, known as Performance-Based Design (PBD), building performance emerges as a guiding principle. Unfortunately, PBD entails several problems, for instance, building design is often associated with the simultaneous assessment of multiple performance criteria, which dramatically increases the complexity of the problem. In this vein, recent works claim that coupling optimization tools with PBD approaches allows for more efficient and optima-oriented strategies. This approach, known as Algorithmic Optimization, is based on the use of an optimization tool combined with a parametric model of a design to iteratively generate more efficient design alternatives. This paper focus on evaluating and comparing different classes of Multi-Objective Optimization (MOO) algorithms, namely, metaheuristics and model-based ones. In addition, in order to try to better understand the algorithms' suitability to different optimization problems, this research analyses two different MOO design problems.
keywords Performance-Based Design; Algorithmic Optimization; Multi-Objective Optimization
series CAADRIA
full text file.pdf (3,355,466 bytes)
references Content-type: text/plain
Details Citation Select
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 Conference, pp. 549-558

100%; open Evins, R, Pointer, P and Vaidyanathan, R (2011) Find in CUMINCAD Multi-Objective Optimisation of the Configuration and Control of a Double-Skin Facade , Proceedings of the 12th Conference of International Building Performance Simulation Association, pp. 1343-1350

100%; open Evins, R (2013) Find in CUMINCAD A Review of Computational Optimisation Methods a Applied to Sustainable Building Design , Renewable and Sustainable Energy Reviews, 22, pp. 230-245

100%; open Hamdy, M, Nguyen, AT and Hensen, JL (2016) Find in CUMINCAD Performance Comparison of Multi-objective Optimization Algorithms for Solving Nearly-Zero-Energy-Building Design Problems , Energy & Buildings, 121, pp. 57-71

100%; open Khazaii, J (2016) Find in CUMINCAD Advanced Decision Making for HVAC Engineers: Creating Energy Efficient Smart Buildings , Springer

100%; open Kolarevic, B and Malkawi, A (2005) Find in CUMINCAD Performative Architecture: Beyond Instrumentality , Spon Press

100%; open Nguyen, AT, Reiter, S and Rigo, P (2014) Find in CUMINCAD A Review on Simulation-Based Optimization Methods Applied to Building Performance Analysis , Applied Energy, 113, pp. 1043-1058

100%; open Pereira, I, Belm, C and Leit?o, A (2019) Find in CUMINCAD Optimizing Exhibition Spaces: A Multi-Objective Approach , Proceedings of the 37th eCAADe Conference, pp. 53-62

100%; open Shi, X, Tian, Z, Chen, W, Si, B and Jin, X (2016) Find in CUMINCAD A Review on Building Energy Efficient Design Optimization From the Perspective of Architects , Renewable and Sustainable Energy Reviews, 65, pp. 872-884

100%; open While, L, Hingston, P, Barone, L and Huband, S (2006) Find in CUMINCAD A Faster Algorithm for Calculating Hypervolume , IEEE Transactions on Evolutionary Computation, 10(1), pp. 29-38

100%; open Wolpert, D and Macready, W (1997) Find in CUMINCAD No Free Lunch Theorems for Optimization , IEEE Transactions on Evolutionary Computation, 1, pp. 67-82

100%; open Wortmann, T and Nannicini, G (2016) Find in CUMINCAD Black-Box Optimization Methods for Architectural Design , Proceedings of the CAADRIA Conference, pp. 177-186

100%; open Wortmann, T, Costa, A, Nannicini, G and Schroepfer, T (2015) Find in CUMINCAD Advantages of Surrogate Models for Architectural Design Optimization , Artificial Intelligence for Engineering Design Analysis and Manufacturing, 29, pp. 471-481

100%; open Wortmann, T (2017) Find in CUMINCAD Opossum: Introducing and Evaluating a Model-based Optimization Tool for Grasshopper , Proceedings of the CAADRIA Conference, pp. 283-292

last changed 2020/08/14 18:39
pick and add to favorite papersHOMELOGIN (you are user _anon_250540 from group guest) CUMINCAD Papers Powered by SciX Open Publishing Services 1.002