Advances of Soft Computing in Engineering by Zenon Waszczyszyn

By Zenon Waszczyszyn

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2003). Determining the optimal cross section of beams. Advanced Engineering Informatics. Holland, J. (1975). Adaptation in natural and artificial systems. University of Michigan Press, 1st edition. Hooper, J. (1993). A knowledge-based system for strategic sludge disposal planning. D. thesis, Cardiff School of Engineering, Cardiff University. Hornby, G. (2003). Generative representations for evolutionary design automation. D. thesis, Brandeis University. 56 J. Miles Khajehpour, S. and Grierson, D.

Editor, Proc. 8th Int Conf on the Application of AI to Civil, Structural and Environmental Engineering. Saxe-Coburg, Edinburgh UK. , Miles, J. and Gray, W. (2005b). Conceptual design of orthogonal commercial buildings. , editor, Proc. 8th Int Conf on the Application of AI to Civil, Structural and Environmental Engineering. Saxe-Coburg, Edinburgh UK. Sisk, G. (1999). The use of a GA-Based DSS for realistically constrained building design. D. thesis, Cardiff University. Weisstein, E. (accessed 2005).

The basic form of the fitness function is the same as that used in BGRID although OBGrid uses a quadratic penalty function, which assigns a greater penalty to a larger transgression. 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.

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