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
:: 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