JCLEC: a Java framework for evolutionary computation
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @Article{Ventura:2009:SC,
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author = "Sebastian Ventura and Cristobal Romero and
Amelia Zafra and Jose A. Delgado and Cesar Hervas",
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title = "JCLEC: a Java framework for evolutionary computation",
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journal = "Soft Computing - A Fusion of Foundations,
Methodologies and Applications",
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year = "2008",
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volume = "12",
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number = "4",
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pages = "381--392",
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keywords = "genetic algorithms, genetic programming",
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ISSN = "1432-7643",
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DOI = "doi:10.1007/s00500-007-0172-0",
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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.",
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affiliation = "University of Cordoba, Campus Universitario de
Rabanales Department of Computer Sciences and Numerical
Analysis edificio Albert Einstein. 14071 Cordoba
Spain",
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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