Leveraged Neighborhood Restructuring in Cultural Algorithms for Solving Real-World Numerical Optimization Problems.
IEEE Transactions on Evolutionary Computation(2016)
摘要
Many researchers have developed population-based techniques to solve numerical optimization problems. Almost none of these techniques demonstrate consistent performance over a wide range of problems as these problems differ substantially in their characteristics. In the state-of-the-art cultural algorithms (CAs), problem solving is facilitated by the exchange of knowledge between a network of acti...
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关键词
Sociology,Statistics,Cultural differences,Optimization,Topology,Knowledge engineering,Fabrics
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