Abstract
Evolutionary algorithms are a class of direct search methods. They can be used whenever classical optimization methods do not yield satisfactory results. In the following we discuss the design of problem-specific evolutionary algorithms. We present a technique for the systematic integration of domain knowledge. Surface reconstruction by means of evolutionary algorithms serves as a practical example. For this problem the integration of domain knowledge is essential for a successful application of evolutionary algorithms.
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