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: Applications of Evolutionary Computing
    sub title: EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoISAP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004. Proceedings
  name:
    name part: Raidl, Günther R.
    role:
      role term: editor.
  name:
    name part: Cagnoni, Stefano.
    role:
      role term: editor.
  name:
    name part: Branke, Jürgen.
    role:
      role term: editor.
  name:
    name part: Corne, David Wolfe.
    role:
      role term: editor.
  name:
    name part: Drechsler, Rolf.
    role:
      role term: editor.
  name:
    name part: Jin, Yaochu.
    role:
      role term: editor.
  name:
    name part: Johnson, Colin G.
    role:
      role term: editor.
  name:
    name part: Machado, Penousal.
    role:
      role term: editor.
  name:
    name part: Marchiori, Elena.
    role:
      role term: editor.
  name:
    name part: Rothlauf, Franz.
    role:
      role term: editor.
  name:
    name part: Smith, George D.
    role:
      role term: editor.
  name:
    name part: Squillero, Giovanni.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2004
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XX, 568 p. online resource.
  abstract: Evolutionary Computation (EC) deals with problem solving, optimization, and machine learning techniques inspired by principles of natural evolution and - netics. Just from this basic de?nition, it is clear that one of the main features of theresearchcommunityinvolvedinthestudyofitstheoryandinitsapplications is multidisciplinarity. For this reason, EC has been able to draw the attention of an ever-increasing number of researchers and practitioners in several ?elds. In its 6-year-long activity, EvoNet, the European Network of Excellence in Evolutionary Computing, has been the natural reference and incubator for that multifaceted community. EvoNet has provided logistic and material support for thosewhowerealreadyinvolvedinECbut,inthe?rstplace,ithashadacritical role in favoring the signi?cant growth of the EC community and its interactions with longer-established ones. The main instrument that has made this possible has been the series of events, ?rst organized in 1998, that have spanned over both theoretical and practical aspects of EC. Ever since 1999, the present format, in which the EvoWorkshops, a collection of workshops on the most application-oriented aspects of EC, act as satellites of a core event, has proven to be very successful and very representative of the multi-disciplinarity of EC. Up to 2003, the core was represented by EuroGP, the main European event dedicated to Genetic Programming. EuroGP has been joined as the main event in 2004 by EvoCOP, formerly part of EvoWorkshops, which has become the European Conference on Evolutionary Computation in Combinatorial Optimization.
  table of contents: EvoBIO Contributions -- A Memetic Algorithm for Protein Structure Prediction in a 3D-Lattice HP Model -- An Improved Genetic Algorithm for the Sequencing by Hybridization Problem -- Evolutionary Search of Thresholds for Robust Feature Set Selection: Application to the Analysis of Microarray Data -- Evolving Regular Expression-Based Sequence Classifiers for Protein Nuclear Localisation -- Analysis of Proteomic Pattern Data for Cancer Detection -- Self-Adaptive Scouting—Autonomous Experimentation for Systems Biology -- An Improved Grammatical Evolution Strategy for Hierarchical Petri Net Modeling of Complex Genetic Systems -- Two-Step Genetic Programming for Optimization of RNA Common-Structure -- Evolutionary Algorithms for Optimal Control in Fed-Batch Fermentation Processes -- Discrete Branch Length Representations for Genetic Algorithms in Phylogenetic Search -- Iteratively Inferring Gene Regulatory Networks with Virtual Knockout Experiments -- Multiple Sequence Alignment Using SAGA: Investigating the Effects of Operator Scheduling, Population Seeding, and Crossover Operators -- Constructing Microbial Consortia with Minimal Growth Using a Genetic Algorithm -- EvoCOMNET Contributions -- 2-Objective Optimization of Cells Overlap and Geometry with Evolutionary Algorithms -- A Genetic Algorithm for Telecommunication Network Design -- A GA/Heuristic Hybrid Technique for Routing and Wavelength Assignment in WDM Networks -- Ant Colony Optimization for the Maximum Edge-Disjoint Paths Problem -- Using Genetic Programming to Design Broadcasting Algorithms for Manhattan Street Networks -- A Scenario-Based Approach to Protocol Design Using Evolutionary Techniques -- EvoHOT Contributions -- A Slicing Structure Representation for the Multi-layer Floorplan Layout Problem -- Disjoint Sum of Product Minimization by Evolutionary Algorithms -- Genetic Algorithms to Improve Mask and Illumination Geometries in Lithographic Imaging Systems -- Multi-objective Genetic Manipulator Trajecto…
  note: edited by Günther R. Raidl, Stefano Cagnoni, Jürgen Branke, David Wolfe Corne, Rolf Drechsler, Yaochu Jin, Colin G. Johnson, Penousal Machado, Elena Marchiori, Franz Rothlauf, George D. Smith, Giovanni Squillero.
  subject:
    topic: Computer science
  subject:
    topic: Computer hardware
  subject:
    topic: Computer communication systems
  subject:
    topic: Computer programming
  subject:
    topic: Computers
  subject:
    topic: Artificial intelligence
  subject:
    topic: Image processing
  subject:
    topic: Computer Science
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Computation by Abstract Devices
  subject:
    topic: Computer Hardware
  subject:
    topic: Computer Communication Networks
  subject:
    topic: Programming Techniques
  subject:
    topic: Image Processing and Computer Vision
  classification: Q334-342
  classification: TJ210.2-211.495
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Lecture Notes in Computer Science, 3005
  identifier: 9783540246534
  identifier: http://dx.doi.org/10.1007/b96500
  record info:
    record creation date: 121227
    record change date: 20151204163831.0
    record identifier: 978-3-540-24653-4