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An Evolutionary Approach to Fitting Constrained Degenerate Second Order Surfacesd acquired 3D data. In particular we concentrate on the Genocop III algorithm proposed by Michalewicz for the optimization of constrained functions. This is a novel application of this algorithm which has demonstrably good results when applied using parametric models. Example times for convergen