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: Soft Computing: Methodologies and Applications
  name:
    name part: Hoffmann, Frank.
    role:
      role term: editor.
  name:
    name part: Köppen, Mario.
    role:
      role term: editor.
  name:
    name part: Klawonn, Frank.
    role:
      role term: editor.
  name:
    name part: Roy, Rajkumar.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2005
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XXI, 338 p. 114 illus., 9 illus. in color. online resource.
  abstract: This carefully edited book covers a wide range of application areas of soft computing like optimization, data analysis and data mining, fault diagnosis, control as well as traffic and transportation systems. It contains 25 revised contributions from the 8th Online World Conferences on Soft Computing (WSC8). The collected papers show how the major soft computing techniques, fuzzy systems, neural networks and evolutionary algorithms and especially hybrid systems combining methods from these fields, lead to successful industrial applications. The reader will find an interesting, inspiring and wide variety of soft computing techniques and applications in this book.
  table of contents: Keynote Papers -- Discovery of Fuzzy Temporal Associations in Multiple Data Streams -- Applications of Soft Computing in Traffic and Transportation Systems -- Soft Computing Applications in Traffic and Transport Systems: A Review -- Estimation of Public Transport Trips By Feed Forward Back Propagation Artificial Neural Networks; A Case Study For Istanbul -- Clustering of Activity Patterns Using Genetic Algorithms -- A Mathematical Model for Evaluation of Information Effects in ATIS (Advanced Traveler Information Systems) Environment -- Evolutionary Algorithms I -- Interactive Evolutionary Computation in Identification of Dynamical Systems -- Replacement Strategies to Maintain Useful Diversity in Steady-State Genetic Algorithms -- Hierarchical Modelling of Evolutionary Computation -- An ALife-Inspired Evolutionary Algorithm for Dynamic Multiobjective Optimization Problems -- Evolutionary Algorithms II -- Optimum Tests Selection for Analog Circuits with the Use of Genetic Algorithm -- Unsupervised Pixel Clustering in Multispectral Images by Genetic Programming -- A Genetic Programming System for Time Series Prediction and Its Application to El Niño Forecast -- Evolutionary Optimization of Parametric Models: the Test Case of Combustion in a Diesel Engine -- Fuzzy Systems and Neural Networks -- Rule Learning and Extraction Using a Hybrid Neural Network: A Case Study on Fault Detection and Diagnosis -- Applying the Potentiality of Using Fuzzy Logic in PID Control Design -- Wavelet Neural Networks and Its Applications in Chaotic Systems Identification -- Fuzzy Specializations and Aggregation Operator Design in Competence — Based Human Resource Selection -- Data Analysis -- Personalizing Information Services for Mobile Users -- Detecting and Verifying Dissimilar Patterns in Unlabelled Data -- UPoet: A 3D Agent Able to Compose Short Poems -- A Study on the Combination of Evolutionary Algorithms and Stratified Strategies for Training Set Selection in Data Mining -- Soft Comp…
  note: edited by Frank Hoffmann, Mario Köppen, Frank Klawonn, Rajkumar Roy.
  subject:
    topic: Computer science
  subject:
    topic: Artificial intelligence
  subject:
    topic: Applied mathematics
  subject:
    topic: Engineering mathematics
  subject:
    topic: Computer Science
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Appl.Mathematics/Computational Methods of Engineering
  subject:
    topic: Applications of Mathematics
  subject:
    topic: Information Systems Applications (incl. Internet)
  classification: Q334-342
  classification: TJ210.2-211.495
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Advances in Soft Computing, 32
  identifier: 9783540324003
  identifier: http://dx.doi.org/10.1007/3-540-32400-3
  record info:
    record creation date: 100301
    record change date: 20151204141335.0
    record identifier: 978-3-540-32400-3