The conceptual design of commercial buildings using a genetic algorithm

Miles, John Christopher, Sisk, G. M. and Moore, Carolynne Jane 2001. The conceptual design of commercial buildings using a genetic algorithm. Computers & Structures 79 (17) , pp. 1583-1592. 10.1016/S0045-7949(01)00040-2

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Abstract

A decision support system for the conceptual design of commercial office type buildings is described. The system, called BGRID employs a genetic algorithm (GA) to search for viable design options and is intended to be used not just by structural engineers but also by architects, building services engineers and even clients. BGRID incorporates a high level of understanding about structural design and its constraints. The design process is currently focussed on the floor plan and determining the layout of columns based on a large number of criteria, including lighting requirements, ventilation strategies, limitations introduced by the available sizes of typical building materials and the available structural systems. The system uses the GA more as a search engine rather than as an optimisation tool. The development of the BGRID has involved extensive collaboration with architects, structural and building services engineers

Item Type:	Article
Date Type:	Publication
Status:	Published
Schools:	Engineering
ISSN:	0045-7949
Last Modified:	19 Mar 2016 22:04
URI:	https://orca.cardiff.ac.uk/id/eprint/2014

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