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    STUDIA INFORMATICA - Issue no. 1 / 2008  

Authors:  ANCA GOG.
  Abstract:  The problem of evolving network topologies for celular automata has been approached by means of circular evolutionary algorithms. This application is based onWatts proposal to consider small-world topologies for CAs. He has shown that small-world networks could give a better performance for problems like the density task, compared to the performance obtained when considering regular lattices for CAs. The circular evolutionary algorithm proposed in this paper has been successfully applied for evolving network topologies for the density task.  
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