JCLEC: a Java framework for evolutionary computation

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@Article{Ventura:2009:SC,
  author =       "Sebastian Ventura and Cristobal Romero and 
                 Amelia Zafra and Jose A. Delgado and Cesar Hervas",
  title =        "JCLEC: a Java framework for evolutionary computation",
  journal =      "Soft Computing - A Fusion of Foundations,
                 Methodologies and Applications",
  year =         "2008",
  volume =       "12",
  number =       "4",
  pages =        "381--392",
  keywords =     "genetic algorithms, genetic programming",
  ISSN =         "1432-7643",
  DOI =          "doi:10.1007/s00500-007-0172-0",
  abstract =     "In this paper we describe JCLEC, a Java software
                 system for the development of evolutionary computation
                 applications. This system has been designed as a
                 framework, applying design patterns to maximise its
                 reusability and adaptability to new paradigms with a
                 minimum of programming effort. JCLEC architecture
                 comprises three main modules: the core contains all
                 abstract type definitions and their implementation;
                 experiments runner is a scripting environment to run
                 algorithms in batch mode; finally, GenLab is a
                 graphical user interface that allows users to configure
                 an algorithm, to execute it interactively and to
                 visualise the results obtained. The use of JCLEC system
                 is illustrated though the analysis of one case study:
                 the resolution of the 0/1 knapsack problem by means of
                 evolutionary algorithms.",
  affiliation =  "University of Cordoba, Campus Universitario de
                 Rabanales Department of Computer Sciences and Numerical
                 Analysis edificio Albert Einstein. 14071 Cordoba
                 Spain",
  notes =        "open source. Used later in GP experiments",
}

Genetic Programming entries for Sebastian Ventura Cristobal Romero Morales Amelia Zafra Gomez Jose A Delgado Cesar Hervas Martinez

Citations