Implementing a Software Cache for Genetic Programming Algorithms for Reducing Execution Time

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{conf/ijcci/KaratsiolisS14,
  author =       "Savvas Karatsiolis and Christos Schizas",
  title =        "Implementing a Software Cache for Genetic Programming
                 Algorithms for Reducing Execution Time",
  booktitle =    "Proceedings of the International Conference on
                 Evolutionary Computation Theory and Applications (IJCCI
                 2014)",
  year =         "2014",
  editor =       "Agostinho C. Rosa and Juan Julian Merelo Guervos and 
                 Joaquim Filipe",
  pages =        "259--265",
  address =      "Rome",
  month =        "22-24 " # oct,
  publisher =    "SciTePress",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-989-758-052-9",
  DOI =          "doi:10.5220/0005081202590265",
  bibdate =      "2015-06-02",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/ijcci/ijcci2014ecta.html#KaratsiolisS14",
  URL =          "http://dx.doi.org/10.5220/0005081202590265",
  size =         "7 pages",
  abstract =     "A cache holding reusable computations that are carried
                 out during the execution of a genetic algorithm is
                 implemented and maintained in order to improve the
                 performance of the genetic algorithm itself. The main
                 idea is that the operational genome is actually
                 consisting of small computational blocks that tend to
                 be interchanged and reused several times before they
                 complete (or not) their lifecycle. By computing these
                 blocks once and keeping them in memory for future
                 possible reuse, the algorithm is allowed to run up to
                 fifty times faster according experimental results
                 maintaining a general case execution time reduction of
                 four times. The consistency of the cache is maintained
                 through simple rules that validate entries in a very
                 straight forward manner during the genetic operations
                 of cross over and mutation.",
}

Genetic Programming entries for Savvas Karatsiolis Christos Schizas

Citations