Self-repair ability of evolved self-assembling systems in cellular automata

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@Article{Ozturkeri:2014:GPEM,

• author = "Can Ozturkeri and Colin G. Johnson",
• title = "Self-repair ability of evolved self-assembling systems in cellular automata",
• journal = "Genetic Programming and Evolvable Machines",
• year = "2014",
• volume = "15",
• number = "3",
• pages = "313--341",
• month = sep,
• keywords = "genetic algorithms, genetic programming, Cellular automata, Robustness, Repair, Self-repair, Self-assembly",
• ISSN = "1389-2576",
• DOI = "doi:10.1007/s10710-014-9216-2",
• size = "29 pages",
• abstract = "Self-repairing systems are those that are able to reconfigure themselves following disruptions to bring them back into a defined normal state. In this paper we explore the self-repair ability of some cellular automata-like systems, which differ from classical cellular automata by the introduction of a local diffusion process inspired by chemical signalling processes in biological development. The update rules in these systems are evolved using genetic programming to self-assemble towards a target pattern. In particular, we demonstrate that once the update rules have been evolved for self-assembly, many of those update rules also provide a self-repair ability without any additional evolutionary process aimed specifically at self-repair.",

}

Genetic Programming entries for Can Ozturkeri Colin G Johnson

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