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: Practical Applications of Evolutionary Computation to Financial Engineering
    sub title: Robust Techniques for Forecasting, Trading and Hedging
  name:
    name part: Iba, Hitoshi.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Aranha, Claus C.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2012
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XII, 248 p. 163 illus., 89 illus. in color. online resource.
  abstract: “Practical Applications of Evolutionary Computation to Financial Engineering” presents the state of the art techniques in Financial Engineering using recent results in Machine Learning and Evolutionary Computation. This book bridges the gap between academics in computer science and traders and explains the basic ideas of the proposed systems and the financial problems in ways that can be understood by readers without previous knowledge on either of the fields. To cement the ideas discussed in the book, software packages are offered that implement the systems described within. The book is structured so that each chapter can be read independently from the others. Chapters 1 and 2 describe evolutionary computation. The third chapter is an introduction to financial engineering problems for readers who are unfamiliar with this area. The following chapters each deal, in turn, with a different problem in the financial engineering field describing each problem in detail and focusing on solutions based on evolutionary computation. Finally, the two appendixes describe software packages that implement the solutions discussed in this book, including installation manuals and parameter explanations.
  table of contents: Introduction to Genetic Algorithms -- Advanced topics in Evolutionary Computation -- Financial Engineering -- Predicting Financial Data -- Trend Analysis -- Trading Rule Generation for Foreign Exchange (FX) -- Portfolio Optimization.
  note: by Hitoshi Iba, Claus C. Aranha.
  subject:
    topic: Engineering
  subject:
    topic: Finance
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computational intelligence
  subject:
    topic: Engineering
  subject:
    topic: Computational Intelligence
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Finance, general
  classification: Q342
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Adaptation, Learning, and Optimization, 11
  identifier: 9783642276484
  identifier: http://dx.doi.org/10.1007/978-3-642-27648-4
  record info:
    record creation date: 120215
    record change date: 20151204162755.0
    record identifier: 978-3-642-27648-4