Evolutionary Optimization of Decomposition Strategies for Logical Functions

Created by W.Langdon from gp-bibliography.bib Revision:1.4524

  author =       "Stanislaw Deniziak and Karol Wieczorek",
  title =        "Evolutionary Optimization of Decomposition Strategies
                 for Logical Functions",
  booktitle =    "Proceedings of the International Symposia on Swarm and
                 Evolutionary Computation, SIDE 2012 and EC 2012",
  year =         "2012",
  editor =       "Leszek Rutkowski and Marcin Korytkowski and 
                 Rafal Scherer and Ryszard Tadeusiewicz and Lotfi A Zadeh and 
                 Jacek M Zurada",
  volume =       "7269",
  series =       "Lecture Notes in Computer Science",
  pages =        "182--189",
  address =      "Zakopane, Poland",
  month =        apr # " 29-" # may # " 3",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming, developmental
                 genetic programming, functional decomposition, FPGA
  isbn13 =       "978-3-642-29352-8",
  DOI =          "doi:10.1007/978-3-642-29353-5_21",
  size =         "8 pages",
  abstract =     "This paper presents a method of searching for the best
                 decomposition strategy for logical functions. The
                 strategy is represented by a decision tree, where each
                 node corresponds to a single decomposition step. In
                 that way the multistage decomposition of complex
                 logical functions may be specified. The tree evolves
                 using the developmental genetic programming. The goal
                 of the evolution is to find a decomposition strategy
                 for which the cost of FPGA implementation of a given
                 function is minimal. Experimental results show that our
                 approach gives significantly better outcomes than other
                 existing methods.",
  notes =        "Held in conjunction with ICAISC 2012, SIDE and EC

Genetic Programming entries for Stanislaw Deniziak Karol Wieczorek