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: Foundations in Grammatical Evolution for Dynamic Environments
  name:
    name part: Dempsey, Ian.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: O’Neill, Michael.
    role:
      role term: author.
  name:
    name part: Brabazon, Anthony.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2009
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XIV, 189 p. online resource.
  abstract: Dynamic environments abound, encompassing many real-world problems in fields as diverse as finance, engineering, biology and business. A vibrant research literature has emerged which takes inspiration from evolutionary processes to develop problem-solvers for these environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is a cutting edge volume illustrating current state of the art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. The book provides a clear introduction to dynamic environments and the types of change that can occur in them. This is followed by a detailed description of evolutionary computation, concentrating on the powerful Grammatical Evolution methodology. It continues by addressing fundamental issues facing all Evolutionary Algorithms in dynamic problems, such as how to adapt and generate constants, how to enhance evolvability and maintain diversity. Finally, the developed methods are illustrated with application to the real-world dynamic problem of trading on financial time-series. The book was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, who are seeking to apply grammar-based evolutionary algorithms to solve problems in dynamic environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is the second book dedicated to the topic of Grammatical Evolution.
  table of contents: Grammatical Evolution -- Survey of EC in Dynamic Environments -- GE in Dynamic Environments -- Constant Creation and Adaptation in Grammatical Evolution -- Constant Creation with meta-Grammars -- Controlled Static Trading with GE -- Adaptive Dynamic Trading with GE -- Conclusions and the Future.
  note: by Ian Dempsey, Michael O’Neill, Anthony Brabazon.
  subject:
    topic: Mathematics
  subject:
    topic: Artificial intelligence
  subject:
    topic: Applied mathematics
  subject:
    topic: Engineering mathematics
  subject:
    topic: Economics
  subject:
    topic: Management science
  subject:
    topic: Mathematics
  subject:
    topic: Applications of Mathematics
  subject:
    topic: Appl.Mathematics/Computational Methods of Engineering
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Economics, general
  classification: T57-57.97
  classification: 519
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Studies in Computational Intelligence, 194
  identifier: 9783642003141
  identifier: http://dx.doi.org/10.1007/978-3-642-00314-1
  record info:
    record creation date: 100301
    record change date: 20151204150015.0
    record identifier: 978-3-642-00314-1