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We describe a new evolutionary algorithm, namely the regulatory algorithm (RGA), a two dimensional extension of standard evolutionary algorithms. Its possibilities are shown by an application to the problem of optimizing room allocation plans with real data from the University Duisburg-Essen (Germany). The results of the RGA application match in most cases the factual room allocations of the university...
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