Optimization Approaches in Performance-Based Architectural Design A comparison study

Xuehan Liu; Likai Wang; Guohua Ji

Optimization Approaches in Performance-Based Architectural Design A comparison study

Xuehan Liu, Likai Wang, Guohua Ji

Nanjing University

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

4 Citations (Scopus)

Abstract

Over the past decade, computational design optimization has been increasingly applied to the studies related to early-stage architectural design exploration and information extraction, in which various optimization approaches have been adopted such as singleobjective optimization (SOO) and multi-objective optimization (MOO). Despite this, the impact of optimization approaches on information extraction has been relatively underresearched. In this regard, this paper presents a comparison study of different optimization approaches, with a special focus on search efficiency and information extraction. In the comparison study, we investigate the impact of different optimization approaches on information extraction and design cognition and finally, discuss the utility of these approaches to architectural design ideation and synthesis.

Original language	English
Title of host publication	eCAADe 2022 - Co-creating the Future
Subtitle of host publication	Inclusion in and through Design
Editors	Burak Pak, Gabriel Wurzer, Rudi Stouffs
Publisher	Education and research in Computer Aided Architectural Design in Europe
Pages	599-608
Number of pages	10
ISBN (Print)	9789491207327
Publication status	Published - 2022
Externally published	Yes
Event	40th Conference on Education and Research in Computer Aided Architectural Design in Europe, eCAADe 2022 - Ghent, Belgium Duration: 13 Sept 2022 → 16 Sept 2022

Publication series

Name	Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe
Volume	1
ISSN (Print)	2684-1843

Conference

Conference	40th Conference on Education and Research in Computer Aided Architectural Design in Europe, eCAADe 2022
Country/Territory	Belgium
City	Ghent
Period	13/09/22 → 16/09/22

Keywords

Computational Design
Design Exploration
Design Optimization
Early-stage Architectural Design
Performance-based Design

Cite this

Liu, X., Wang, L., & Ji, G. (2022). Optimization Approaches in Performance-Based Architectural Design A comparison study. In B. Pak, G. Wurzer, & R. Stouffs (Eds.), eCAADe 2022 - Co-creating the Future: Inclusion in and through Design (pp. 599-608). (Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe; Vol. 1). Education and research in Computer Aided Architectural Design in Europe.

Liu, Xuehan ; Wang, Likai ; Ji, Guohua. / Optimization Approaches in Performance-Based Architectural Design A comparison study. eCAADe 2022 - Co-creating the Future: Inclusion in and through Design. editor / Burak Pak ; Gabriel Wurzer ; Rudi Stouffs. Education and research in Computer Aided Architectural Design in Europe, 2022. pp. 599-608 (Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe).

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title = "Optimization Approaches in Performance-Based Architectural Design A comparison study",

abstract = "Over the past decade, computational design optimization has been increasingly applied to the studies related to early-stage architectural design exploration and information extraction, in which various optimization approaches have been adopted such as singleobjective optimization (SOO) and multi-objective optimization (MOO). Despite this, the impact of optimization approaches on information extraction has been relatively underresearched. In this regard, this paper presents a comparison study of different optimization approaches, with a special focus on search efficiency and information extraction. In the comparison study, we investigate the impact of different optimization approaches on information extraction and design cognition and finally, discuss the utility of these approaches to architectural design ideation and synthesis.",

keywords = "Computational Design, Design Exploration, Design Optimization, Early-stage Architectural Design, Performance-based Design",

author = "Xuehan Liu and Likai Wang and Guohua Ji",

note = "Funding Information: This study is funded by China Postdoctoral Science Foundation (2021M701664) and National Natural Science Foundation of China (52178017). Publisher Copyright: {\textcopyright} 2022, Education and research in Computer Aided Architectural Design in Europe. All rights reserved.; 40th Conference on Education and Research in Computer Aided Architectural Design in Europe, eCAADe 2022 ; Conference date: 13-09-2022 Through 16-09-2022",

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isbn = "9789491207327",

series = "Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe",

publisher = "Education and research in Computer Aided Architectural Design in Europe",

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Liu, X, Wang, L & Ji, G 2022, Optimization Approaches in Performance-Based Architectural Design A comparison study. in B Pak, G Wurzer & R Stouffs (eds), eCAADe 2022 - Co-creating the Future: Inclusion in and through Design. Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, vol. 1, Education and research in Computer Aided Architectural Design in Europe, pp. 599-608, 40th Conference on Education and Research in Computer Aided Architectural Design in Europe, eCAADe 2022, Ghent, Belgium, 13/09/22.

Optimization Approaches in Performance-Based Architectural Design A comparison study. / Liu, Xuehan; Wang, Likai; Ji, Guohua.
eCAADe 2022 - Co-creating the Future: Inclusion in and through Design. ed. / Burak Pak; Gabriel Wurzer; Rudi Stouffs. Education and research in Computer Aided Architectural Design in Europe, 2022. p. 599-608 (Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe; Vol. 1).

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

TY - GEN

T1 - Optimization Approaches in Performance-Based Architectural Design A comparison study

AU - Liu, Xuehan

AU - Wang, Likai

AU - Ji, Guohua

N1 - Funding Information: This study is funded by China Postdoctoral Science Foundation (2021M701664) and National Natural Science Foundation of China (52178017). Publisher Copyright: © 2022, Education and research in Computer Aided Architectural Design in Europe. All rights reserved.

PY - 2022

Y1 - 2022

N2 - Over the past decade, computational design optimization has been increasingly applied to the studies related to early-stage architectural design exploration and information extraction, in which various optimization approaches have been adopted such as singleobjective optimization (SOO) and multi-objective optimization (MOO). Despite this, the impact of optimization approaches on information extraction has been relatively underresearched. In this regard, this paper presents a comparison study of different optimization approaches, with a special focus on search efficiency and information extraction. In the comparison study, we investigate the impact of different optimization approaches on information extraction and design cognition and finally, discuss the utility of these approaches to architectural design ideation and synthesis.

AB - Over the past decade, computational design optimization has been increasingly applied to the studies related to early-stage architectural design exploration and information extraction, in which various optimization approaches have been adopted such as singleobjective optimization (SOO) and multi-objective optimization (MOO). Despite this, the impact of optimization approaches on information extraction has been relatively underresearched. In this regard, this paper presents a comparison study of different optimization approaches, with a special focus on search efficiency and information extraction. In the comparison study, we investigate the impact of different optimization approaches on information extraction and design cognition and finally, discuss the utility of these approaches to architectural design ideation and synthesis.

KW - Computational Design

KW - Design Exploration

KW - Design Optimization

KW - Early-stage Architectural Design

KW - Performance-based Design

UR - http://www.scopus.com/inward/record.url?scp=85139751938&partnerID=8YFLogxK

M3 - Conference Proceeding

AN - SCOPUS:85139751938

SN - 9789491207327

T3 - Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe

SP - 599

EP - 608

BT - eCAADe 2022 - Co-creating the Future

A2 - Pak, Burak

A2 - Wurzer, Gabriel

A2 - Stouffs, Rudi

PB - Education and research in Computer Aided Architectural Design in Europe

T2 - 40th Conference on Education and Research in Computer Aided Architectural Design in Europe, eCAADe 2022

Y2 - 13 September 2022 through 16 September 2022

ER -

Liu X, Wang L, Ji G. Optimization Approaches in Performance-Based Architectural Design A comparison study. In Pak B, Wurzer G, Stouffs R, editors, eCAADe 2022 - Co-creating the Future: Inclusion in and through Design. Education and research in Computer Aided Architectural Design in Europe. 2022. p. 599-608. (Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe).

Optimization Approaches in Performance-Based Architectural Design A comparison study

Abstract

Publication series

Conference

Keywords

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EvoMass - A design tool for typology-oriented building massing design generation, optimziation, and exploration

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