rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Changes of Problem Representation
    sub title: Theory and Experiments
  name:
    name part: Fink, Eugene.
    role:
      role term: creator
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: gw
    date issued: 2002
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (xiii, 357 pages)
  abstract: The performance of all reasoning systems crucially depends on problem representation: the same problem may be easy or difficult, depending on the way we describe it. Researchers in psychology and artificial intelligence have accumulated much evidence on the importance of appropriate representations for both human and artificial intelligence systems. The book proposes techniques for automatic improvement of problem representation, which are based on integration of multiple learning and problem-solving algorithms. It gives theoretical foundations of the proposed techniques, describes their implementation, and discusses empirical evidence of their utility.
  table of contents: Introduction: Motivation. Prodigy search -- Description changers: Primary effects. Abstraction. Summary and extensions -- Top-level control: Multiple representations. Statistical selection. Statistical extensions. Summary and extensions -- Empirical results: Machining Domains. Sokoban Domain. Extended Strips Domain. Logistics Domain. Concluding remarks. References.
  note: by Eugene Fink.
  note: Electronic resource.
  subject:
    topic: Computer science
  subject:
    topic: Artificial intelligence
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer science
  classification: Q334-342
  classification: TJ210.2-211.495
  classification: 006.3
  related item:
    title info:
      title: Studies in fuzziness and soft computing ; 110
  identifier: 9783790817744 (electronic bk.)
  identifier: 3790817740 (electronic bk.)
  identifier: 9783790825183
  identifier: 3790825182
  identifier: 3790817740
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: AU@
    record creation date: 130228
    record change date: 20260420204554.0
    record identifier: in00003560880
    language of cataloging:
      language term: eng