JCLEC: a Java framework for evolutionary computation

Created by W.Langdon from gp-bibliography.bib Revision:1.7989

@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 Antonio Delgado Molina Cesar Hervas Martinez

Citations