Sustainable conceptual building design using a cognitive system

Michael S. Bittermann

Sustainable conceptual building design using a cognitive system

Michael S. Bittermann^*

^*Bu çalışma için yazışmadan sorumlu yazar

Delft University of Technology

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

2 Atıf (Scopus)

Özet

A cognitive system for conceptual building design is presented. It is based on an adaptive multi-objective evolutionary algorithm. The adaptive approach is novel and, in contrast with conventional multi-objective evolutionary algorithms, it explores the solution space effectively, while maintaining diversity among the solutions. The suitability of the approach for conceptual design of a multi-purpose building complex is demonstrated in an application. In the application, the goal of maximizing sustainability is treated by means of a model, which is established using neural computations. The approach is found to be suitable for addressing the soft nature of the sustainability concept. Also, the capability of the approach to distinguish among the alternative solutions from an unbiased viewpoint, i.e. without committing a-priori to a relative importance among the performance aspects, is demonstrated.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Designing Together
Ana bilgisayar yayını alt yazısı	CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design
Editörler	Pierre Leclercq, Ann Heylighen, Genevieve Martin
Yayınlayan	Les Editions de l'Universite de Liege
Sayfalar	297-313
Sayfa sayısı	17
ISBN (Elektronik)	9782874561429
Yayın durumu	Yayınlandı - 2011
Harici olarak yayınlandı	Evet
Etkinlik	14th International conference on Computer Aided Architectural Design: Designing Together, CAADFutures 2011 - Liege, Belgium Süre: 4 Tem 2011 → 8 Tem 2011

Yayın serisi

Adı	Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	14th International conference on Computer Aided Architectural Design: Designing Together, CAADFutures 2011
Ülke/Bölge	Belgium
Şehir	Liege
Periyot	4/07/11 → 8/07/11

Bibliyografik not

Publisher Copyright:
© P. Leclercq, A. Heylighen and G. Martin (eds)

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Bittermann, M. S. (2011). Sustainable conceptual building design using a cognitive system. In P. Leclercq, A. Heylighen, & G. Martin (Eds.), Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design (pp. 297-313). (Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design). Les Editions de l'Universite de Liege.

Bittermann, Michael S. / Sustainable conceptual building design using a cognitive system. Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design. editör / Pierre Leclercq ; Ann Heylighen ; Genevieve Martin. Les Editions de l'Universite de Liege, 2011. pp. 297-313 (Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design).

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title = "Sustainable conceptual building design using a cognitive system",

abstract = "A cognitive system for conceptual building design is presented. It is based on an adaptive multi-objective evolutionary algorithm. The adaptive approach is novel and, in contrast with conventional multi-objective evolutionary algorithms, it explores the solution space effectively, while maintaining diversity among the solutions. The suitability of the approach for conceptual design of a multi-purpose building complex is demonstrated in an application. In the application, the goal of maximizing sustainability is treated by means of a model, which is established using neural computations. The approach is found to be suitable for addressing the soft nature of the sustainability concept. Also, the capability of the approach to distinguish among the alternative solutions from an unbiased viewpoint, i.e. without committing a-priori to a relative importance among the performance aspects, is demonstrated.",

author = "Bittermann, \{Michael S.\}",

note = "Publisher Copyright: {\textcopyright} P. Leclercq, A. Heylighen and G. Martin (eds); 14th International conference on Computer Aided Architectural Design: Designing Together, CAADFutures 2011 ; Conference date: 04-07-2011 Through 08-07-2011",

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language = "English",

series = "Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design",

publisher = "Les Editions de l'Universite de Liege",

pages = "297--313",

editor = "Pierre Leclercq and Ann Heylighen and Genevieve Martin",

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Bittermann, MS 2011, Sustainable conceptual building design using a cognitive system. in P Leclercq, A Heylighen & G Martin (eds), Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design. Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design, Les Editions de l'Universite de Liege, pp. 297-313, 14th International conference on Computer Aided Architectural Design: Designing Together, CAADFutures 2011, Liege, Belgium, 4/07/11.

Sustainable conceptual building design using a cognitive system. / Bittermann, Michael S.
Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design. ed. / Pierre Leclercq; Ann Heylighen; Genevieve Martin. Les Editions de l'Universite de Liege, 2011. p. 297-313 (Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Sustainable conceptual building design using a cognitive system

AU - Bittermann, Michael S.

N1 - Publisher Copyright: © P. Leclercq, A. Heylighen and G. Martin (eds)

PY - 2011

Y1 - 2011

N2 - A cognitive system for conceptual building design is presented. It is based on an adaptive multi-objective evolutionary algorithm. The adaptive approach is novel and, in contrast with conventional multi-objective evolutionary algorithms, it explores the solution space effectively, while maintaining diversity among the solutions. The suitability of the approach for conceptual design of a multi-purpose building complex is demonstrated in an application. In the application, the goal of maximizing sustainability is treated by means of a model, which is established using neural computations. The approach is found to be suitable for addressing the soft nature of the sustainability concept. Also, the capability of the approach to distinguish among the alternative solutions from an unbiased viewpoint, i.e. without committing a-priori to a relative importance among the performance aspects, is demonstrated.

AB - A cognitive system for conceptual building design is presented. It is based on an adaptive multi-objective evolutionary algorithm. The adaptive approach is novel and, in contrast with conventional multi-objective evolutionary algorithms, it explores the solution space effectively, while maintaining diversity among the solutions. The suitability of the approach for conceptual design of a multi-purpose building complex is demonstrated in an application. In the application, the goal of maximizing sustainability is treated by means of a model, which is established using neural computations. The approach is found to be suitable for addressing the soft nature of the sustainability concept. Also, the capability of the approach to distinguish among the alternative solutions from an unbiased viewpoint, i.e. without committing a-priori to a relative importance among the performance aspects, is demonstrated.

UR - https://www.scopus.com/pages/publications/85068424447

M3 - Conference contribution

AN - SCOPUS:85068424447

T3 - Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design

SP - 297

EP - 313

BT - Designing Together

A2 - Leclercq, Pierre

A2 - Heylighen, Ann

A2 - Martin, Genevieve

PB - Les Editions de l'Universite de Liege

T2 - 14th International conference on Computer Aided Architectural Design: Designing Together, CAADFutures 2011

Y2 - 4 July 2011 through 8 July 2011

ER -

Bittermann MS. Sustainable conceptual building design using a cognitive system. In Leclercq P, Heylighen A, Martin G, editörler, Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design. Les Editions de l'Universite de Liege. 2011. p. 297-313. (Designing Together: CAADFutures 2011 - Proceedings of the 14th International conference on Computer Aided Architectural Design).

Sustainable conceptual building design using a cognitive system

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Bibliyografik not

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