Advances of Soft Computing in Engineering by Zenon Waszczyszyn

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By Zenon Waszczyszyn

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The basic chromosome for a rectangle is identical to that used for BGRID (see Figure 11 and Table 3) with the first part containing the X column spacings, the second the Y column spacings and the third part the structural system, services integration / environmental strategies and the floor to ceiling height. Figure 11. 13 Initialising a Rectangular Genome Rectangular floor plans are initialised by considering the genome’s three sections (Figure 11):  Section 1: starting at the upper left hand corner of the floor plan (it is always assumed that the top left hand corner has the local coordinates (0,0)) the algorithm generates random column spacings in the x direction until the end of the floor plan is reached.

The structural analysis module uses the Trussworks package (Bucciarelli and Sthapit, accessed 2003) that allows users and analyse 3D structures using the Direct Stiffness Method. This is computationally much faster than the more rigorous analysis methods such as finite element analysis and more than adequate for what is basically a conceptual design tool. To search for the optimum number and location of supports, the GA initially generates a random number of supports and uses overall weight and stress constraints to guide it.

E. the preferred distance between two adjacent columns). The users are also given the opportunity to specify the maximum preferred distance between two adjacent columns. These constraints are then used to limit the form of the grids generated for the initial population, to ensure that they meet the designers’ requirements. This results in a massive reduction in the search space, which is both an advantage and a disadvantage. e. random) population. The available minimum and maximum bay dimensions within BGRID are given in Table 4.

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