Genetic Programming for Automating the Development of Data Management Algorithms in Information Technology Systems

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@Article{Archanjo:2012:ASE,
  author =       "Gabriel A. Archanjo and Fernando J. {Von Zuben}",
  title =        "Genetic Programming for Automating the Development of
                 Data Management Algorithms in Information Technology
                 Systems",
  journal =      "Advances in Software Engineering",
  year =         "2012",
  publisher =    "Hindawi Publishing Corporation",
  keywords =     "genetic algorithms, genetic programming, SBSE, SQL",
  ISSN =         "16878655",
  URL =          "http://www.hindawi.com/journals/ase/2012/893701/",
  broken =       "http://www.doaj.org/doaj?func=openurl\&genre=article\&issn=16878655\&date=2012\&volume=2012\&issue=\&spage=",
  DOI =          "doi:10.1155/2012/893701",
  size =         "14 pages",
  abstract =     "Information technology (IT) systems are present in
                 almost all fields of human activity, with emphasis on
                 processing, storage, and handling of datasets.
                 Automated methods to provide access to data stored in
                 databases have been proposed mainly for tasks related
                 to knowledge discovery and data mining (KDD). However,
                 for this purpose, the database is used only to query
                 data in order to find relevant patterns associated with
                 the records. Processes modelled on IT systems should
                 manipulate the records to modify the state of the
                 system. Linear genetic programming for databases
                 (LGPDB) is a tool proposed here for automatic
                 generation of programs that can query, delete, insert,
                 and update records on databases. The obtained results
                 indicate that the LGPDB approach is able to generate
                 programs for effectively modelling processes of IT
                 systems, opening the possibility of automating relevant
                 stages of data manipulation, and thus allowing human
                 programmers to focus on more complex tasks.",
  notes =        "Article ID 893701",
  bibsource =    "OAI-PMH server at www.doaj.org",
  language =     "eng",
  oai =          "oai:doaj-articles:1999bf5251ee08492e4a5bfbdfe2af9a",
  source =       "Advances in Software Engineering",
  notes =        "library books. agile software development, model view
                 controller MVC, in memory, rollback, weakly typed but
                 STGP, elitist. Fitness based on internal state of
                 database rather than results of queries. 14 tables.
                 pop=1000? Is function set complete?

                 'toward automatic relevant and basic stages of
                 [information technology] IT system development'.

                 ",
}

Genetic Programming entries for Gabriel Ambrosio Archanjo Fernando Jose Von Zuben

Citations