Advances of Soft Computing in Engineering by Zenon Waszczyszyn

By Zenon Waszczyszyn

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The Standard Fitness Method, see (Bradshaw and Miles, 1997) is then used to assign pre-determined fitness values which effectively determines the degree of selective pressure assigned to each individual. The pre-determined fitnesses are calculated using an algorithm based on the normal distribution and are then used to determine fixed slot sizes on a roulette wheel. e. raw fitness) is then given the largest slot, the next in rank order the next largest etc. 6 BGRID: A Typical User Session As with any design system, BGRID requires some initial information from the user regarding the building which is to be constructed.

E. a separate gene for the x,y and z coordinates). When the incremental algorithm constructs the convex hull, the final structure is dependent on the order in which the vertices are added. So two convex hulls constructed from the same set of points but with different orderings, could produce structures that have identical vertices but different arrangements of faces and edges and thus different structural responses. Therefore, genome ordering can be significant. Initialisation At the start of the search process, the user only has to input the location of the loads and define the size of the circular base.

17 Illustrative Example: Rectangular Building The following test case was designed to assess OBGrid’s performance. 6,  Real encoding  Random initialisation with no seeding. The fitness is based on the overall height (Lower is better but with constraints), column spacing compatability and column spacing uniformity. 18 Results The performance graph (Figure 12) shows the fitness of the best of generation during the run, while (Figure 13) indicates the optimum layout. Note that unlike Genetic Algorithms for Design 33 Figure 12.

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