May 072015
 

BioHEL / BioHEL RPE

:: DESCRIPTION

BioHEL is an evolutionary learning system designed to handle with large-scale bioinformatic datasets.

BioHEL RPE is a standalone program which takes a set of rules generated with BioHEL and applies a series of memetic operators over the individual rules and the whole rule set to increase their generality and reduce their complexity.

::DEVELOPER

Interdisciplinary Computing and Complex BioSystems (ICOS) research group

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux
  • C++ Compiler

:: DOWNLOAD

BioHEL / BioHEL RPE

:: MORE INFORMATION

Citation:

M.A. Franco, N. Krasnogor, J. Bacardit
Speeding up the evaluation of evolutionary learning systems using GPGPUs
in Proceedings of the 12th annual conference on Genetic and evolutionary computation – GECCO ’10, p.1039, Portland, Oregon, USA, 2010

J. Bacardit, E.K. Burke, N. Krasnogor
Improving the scalability of rule-based evolutionary learning
in Memetic Computing, 1(1):55-67, March 2009

M.A. Franco, N. Krasnogor, J. Bacardit
Post-processing operators for decision lists
in Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference – GECCO ’12, p.847, Philadelphia, Pennsylvania, USA, 2012

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