Adaptive Combinational Logic Circuits Based on Intrinsic Evolvable Hardware

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  author =       "Jixiang Zhu and Yuanxiang Li and Wei Zhang and 
                 Xuewen Xia and Xing Xu",
  title =        "Adaptive Combinational Logic Circuits Based on
                 Intrinsic Evolvable Hardware",
  booktitle =    "2009 IEEE Congress on Evolutionary Computation",
  year =         "2009",
  editor =       "Andy Tyrrell",
  pages =        "3010--3017",
  address =      "Trondheim, Norway",
  month =        "18-21 " # may,
  organization = "IEEE Computational Intelligence Society",
  publisher =    "IEEE Press",
  isbn13 =       "978-1-4244-2959-2",
  file =         "P161.pdf",
  DOI =          "doi:10.1109/CEC.2009.4983323",
  abstract =     "Evolvable Hardware(EHW) has been proposed as a
                 promising technology for adaptive systems in last few
                 years. However, in practical applications, evolutionary
                 algorithms(EAs) often need numerous generations to
                 search a new solution. In general, a mistaken system is
                 damaged if it cannot restore in time, so the
                 inefficiency problem has become an obstacle of
                 developing adaptive and evolvable hardware. This paper
                 analyzes how those three factors as genotype,
                 algorithm, and methodology affect the efficiency of the
                 EAs, as well as to what extent of their influence
                 respectively, then proposes parallel and recursive
                 decomposition (PRD) as a new decomposition strategy to
                 accelerate the adaptation process from methodology
                 perspective. Finally, some adaptive combination logical
                 circuits are implemented on Xilinx Virtex-II Pro
                 (XC2VP20) FPGA. The results demonstrate that PRD has
                 more improvement on adaptation speed than some previous
  keywords =     "genetic algorithms, genetic programming",
  notes =        "CEC 2009 - A joint meeting of the IEEE, the EPS and
                 the IET. IEEE Catalog Number: CFP09ICE-CDR",

Genetic Programming entries for Jixiang Zhu Yuanxiang Li Wei Zhang Xuewen Xia Xing Xu