By Zenon Waszczyszyn
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Extra info for Advances of Soft Computing in Engineering
Miles Figure 38. 9 Current Research Work As can be seen from the above, there is a problem with topological reasoning, in so far as there is no one technique that can be universally applied to all classes of problems. Instead, there are a number of discrete techniques, each of which can only be applied to a small range of topological search challenges. There are also other topological reasoning/representation techniques which have not been discussed above and likewise, these also are only applicable to certain classes of problem.
Figure 10. Text Based Design Summary Also, the system provides the best design solution in both graphical and numerical form for each of the short, medium and long span structural systems. The planning grid, the structural grid, the vertical dimensions, overall height of building, weight of steel and total weight of ﬂoors are provided, as is the net/gross ﬂoor area, the wall/ ﬂoor area ratio, the environmental strategy and the ﬁtness. The user is able to edit the design solution, for example moving the position of the cores or adding an atrium.
Two dimensional crossover using a conventional mask (Zhang and Miles, 2004) . crossover with voxels does not give a satisfactory solution. The problem can be seen in Figure 30 where once the solutions start to converge, the material which is swapped is almost identical and so the ability of the algorithm to search for new solutions is severely constrained. Extensive experience based on the work of Grifﬁths and Miles (2003) and Zhang and Miles (2004) has shown that what is needed is a two-dimensional crossover with swap as shown below in Figure 31 where the areas to be exchanged are chosen randomly.
Advances of Soft Computing in Engineering by Zenon Waszczyszyn