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Civil-Comp Proceedings
ISSN 1759-3433 CCP: 60
OPTIMIZATION AND CONTROL IN CIVIL AND STRUCTURAL ENGINEERING Edited by: B.H.V. Topping and B. Kumar
Paper I.3
The Conceptual Design of Commercial Buildings using a Genetic Algorithm J.C. Miles, G.M. Sisk and C.J. Moore
Cardiff School of Engineering, University of Cardiff, Wales J.C. Miles, G.M. Sisk, C.J. Moore, "The Conceptual Design of Commercial Buildings using a Genetic Algorithm", in B.H.V. Topping, B. Kumar, (Editors), "Optimization and Control in Civil and Structural Engineering", Civil-Comp Press, Edinburgh, UK, pp 17-23, 1999. doi:10.4203/ccp.60.1.3
Abstract
A Decision Support System for the conceptual design of
commercial office type buildings is described. The system,
called BGRID employs a Genetic Algorithm 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 Genetic
Algorithm 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.
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